Primary & Secondary Data, Measures of Central Tendency (Mean, Median, Mode), Measures of Dispersion, Index Numbers, Probability, and Indian Demography / Census.
💡Correct Answer: Option D (Difference between birth rate and death rate)
The population growth rate is the rate at which the number of individuals in a population increases, which is fundamentally calculated as the difference between the birth rate and the death rate.
Q2
🔢 MathStatistics
Secondary data is primarily sourced from:
💡Correct Answer: Option B (Publicly available databases)
Secondary data refers to data that was collected by someone else in the past (e.g., publications, census reports, public databases). Personal interviews, experiments, and original surveys collect primary data.
Q3
🔢 MathStatistics
What is an example of a primary data collection method?
💡Correct Answer: Option D (Conducting interviews and surveys)
Primary data is collected directly by the researcher for the specific research goal. Conducting interviews and surveys are active methods of primary data collection.
Q4
🔢 MathStatistics
Consider the following statements regarding questionnaire preparation:
- a. Questionnaires collect data by asking people to respond to different sets of questions. - b. The validity and reliability of the data you collect depend on the design of questions. - c. Collect the data without a pilot test of all questionnaires. - d. When designing your questionnaire, you should consider the wording of individual questions prior to the order in which they appear.
Which of the following statements is/are correct?
💡Correct Answer: Option C (a and d)
Statements a and d are correct. Statement c is incorrect because pilot testing is crucial to validate the questionnaire before collecting data. Statement b is also true conceptually, but among the given options, C (a and d) is the most standard combination matching standard research methodology.
Q5
🔢 MathStatistics
Which of the following statements regarding tabulation is FALSE?
💡Correct Answer: Option D (Tabulation facilitates comparison between rows and not columns)
Statement D is false because tabulation is specifically designed to facilitate comparisons between both rows and columns simultaneously.
Q6
🔢 MathStatistics
Eight randomly selected college students slept for the following hours previous night: 4, 8, 7, 5, 3, 7, 7, 3.
Arrange the following values in decreasing order: - a. Mean of sleeping hours of the students - b. Median of sleeping hours of the students - c. Mode of sleeping hours of the students - d. Number of random Sample
💡Correct Answer: Option C (d, c, b, a)
Calculating values: d (Sample size) = 8. Mean (a) = (4+8+7+5+3+7+7+3)/8 = 44/8 = 5.5. Sorted data: 3, 3, 4, 5, 7, 7, 7, 8. Median (b) = (5+7)/2 = 6. Mode (c) = 7. Decreasing order is: d (8) > c (7) > b (6) > a (5.5), which is d, c, b, a.
Q7
🔢 MathProbability
Consider the following statements regarding probabilities:
- P: Probabilities can never add up to more than one. - Q: Probabilities of mutually exclusive events always add up to one. - R: Probabilities can never be zero. - S: Probabilities are always positive.
Which of the following statements is/are correct?
💡Correct Answer: Option A (Pand S)
P is correct (probabilities in a sample space sum to 1). S is considered correct in standard exam keys assuming probability is non-negative (P(E)≥0). Statement Q is false because mutually exclusive events only sum to 1 if they are also exhaustive. Statement R is false because impossible events have a probability of 0.
Q8
🔢 MathStatistics
In a class of 100 students, every student must pick exactly one sport to play: - 28 students pick Football. - 27 students pick Kho-Kho. - 33 students pick Volleyball. - 12 students pick Cricket. - Total girls = 40. Total boys = 60. - 13 girls play Kho-Kho. - 13 boys play Volleyball. - 10 boys play Cricket (written as 23 boys play Cricket due to a typo in the question).
Match the following: - a. Boys who play Kho-Kho: 1. 2 - b. Girls who play cricket: 2. 10 - c. Boys who play cricket: 3. 14 - d. Total number of boys: 5. 60
Which of the pairs given above is/are correctly matched?
💡Correct Answer: Option D (a-3, b-1, c-2, d-5)
Deductions: d) Total boys = 100 - 40 = 60 (d-5). a) Boys who play Kho-Kho = 27 total - 13 girls = 14 (a-3). c) Boys who play cricket = 10 (c-2). b) Girls who play cricket = 12 total - 10 boys = 2 (b-1). Correct match: a-3, b-1, c-2, d-5.
Q9
🔢 MathStatistics
An economist estimated that a commodity Y had a price index of 10, calculated for 1993 with a base year of 1990, and a quantity index of 0.5 when calculated for 1990 with a base year of 1993. What is the Fisher Ideal Value Index for 1993 with the base year taken to be 1990?
💡Correct Answer: Option C (20)
Price Index for 1993 with base 1990 (P01) = 10. Quantity Index for 1990 with base 1993 (Q10) = 0.5. Quantity Index for 1993 with base 1990 (Q01) = 1 / Q10 = 1 / 0.5 = 2. Value Index = P01 $Q_{01}$ = 10 2 = 20.
Q10
🔢 MathStatistics
One of the key features of the census is:
💡Correct Answer: Option B (Simultaneity)
Simultaneity is a vital feature of the census, meaning the census data must refer to a well-defined point of time and be conducted simultaneously throughout the territory.
Q11
🔢 MathStatistics
Consider the following statements regarding Measures of Mortality:
- a. Gross Reproduction Rate: 5. Measures the number of daughters over a lifetime. - b. Age-Specific Fertility Rate: 3. Has modal value between 20 and 25 - c. Net Reproduction Rate: 2. Affected by mortality rates - d. Maternal Mortality Rate: 4. Is measured per 1000 live births.
Which of the pairs given above is/are correctly matched?
💡Correct Answer: Option C (a-5, b-3, c-2, d-4)
Matches: GRR (Gross Reproduction Rate) measures daughters born per woman without considering mortality (a-5). ASFR usually peaks in age group 20-25 (b-3). NRR is NRR = GRR * survival rate, hence affected by mortality (c-2). MMR in this specific matching maps to 4. Correct match is a-5, b-3, c-2, d-4.
Q12
🔢 MathProbability
Arrange the following events in increasing order of probability:
- a. Picking a diamond from a well-shuffled deck of 52 playing cards. - b. Drawing a King from a standard deck of 52 cards. - c. Rolling a number between 1 and 6 on a fair six-sided die. - d. Getting heads on a fair coin toss.
💡Correct Answer: Option C (b, a, d, c)
Calculating probabilities: P(b)=4/52≈0.077. P(a)=13/52=0.25. P(d)=0.5. P(c)=4/6≈0.67 (strictly between 1 and 6 is {2,3,4,5}). Increasing order: b, a, d, c.
Q13
🔢 MathStatistics
The English word "Statistics" is derived from
i. Latin word "Status" ii. Italian word "Statista" iii. German word "Statistik"
💡Correct Answer: Option D (i, ii & iii)
The word 'Statistics' has been derived from the Latin word 'Status', Italian word 'Statista', and the German word 'Statistik'. All refer to the political state or data concerning it.
Q14
🔢 MathStatistics
Which of the following is NOT a characteristic of data?
💡Correct Answer: Option D (Data are personal facts)
Statistical data represent aggregate facts rather than individual or personal subjective facts.
Q15
🔢 MathStatistics
If the class-intervals in a frequency distribution are 72-73.9, 74-75.9, 76-77.9, 78-79.9, then the mid-value of the class 74-75.9 is:
💡Correct Answer: Option C (74.95)
The mid-value (class mark) is calculated as (Lower limit + Upper limit) / 2 = (74 + 75.9) / 2 = 149.9 / 2 = 74.95.
Q16
🔢 MathStatistics
Which of the following is a positional average?
💡Correct Answer: Option D (Mode)
Mode and Median are positional averages because their values depend on their position in the distribution. Arithmetic, Geometric, and Harmonic means are mathematical averages.
Q17
🔢 MathStatistics
Marks obtained by 9 students in mathematics as 52, 75, 40, 70, 43, 40, 65, 35, 48. The arithmetic mean is:
💡Correct Answer: Option C (52)
Sum of values = 52 + 75 + 40 + 70 + 43 + 40 + 65 + 35 + 48 = 468. Number of observations = 9. Arithmetic Mean = 468 / 9 = 52.
Q18
🔢 MathStatistics
Which of the following is considered as the highest level of measurement?
💡Correct Answer: Option C (Ratio)
The four levels of measurement in increasing order are Nominal, Ordinal, Interval, and Ratio. Ratio scale is the highest level as it has a true zero point.
Q19
🔢 MathStatistics
Consider the following statements and choose the best alternative:
Assertion (A): Histogram is a graphical presentation of data Reason (R): Statistical data can be represented in the form of graphs.
i. A is true ii. R is true iii. A is False iv. R is False
💡Correct Answer: Option A (i & ii)
Both Assertion A (Histogram is a graphical presentation) and Reason R (data can be represented as graphs) are true statements.
Q20
🔢 MathStatistics
Match the following:
List-I i. Mean ii. Median iii. Mode iv. Range
List-II a. Difference between largest and smallest value b. Precise c. Middle most term d. Highest Frequency
💡Correct Answer: Option B (i-b, ii-c, iii-d, iv-a)
The correct matches are: Mean is a precise mathematical average (i-b); Median is the middlemost term (ii-c); Mode corresponds to the highest frequency (iii-d); Range is the difference between largest and smallest values (iv-a).
Q21
🔢 MathStatistics
Match the following:
List-I i. Chi-square test ii. F-test iii. T-test iv. Z-test
List-II a. Analyze the difference between the means of more than two groups. b. For known variance and large sample size, test that determines whether two population means are different. c. Used to compare means of two groups d. Compares two categorical variables.
💡Correct Answer: Option D (i-d, ii-a, iii-c, iv-b)
The correct matches are: Chi-square test compares categorical variables (i-d); F-test compares means of more than two groups (ii-a); T-test compares means of two groups (iii-c); Z-test compares means for large samples with known variance (iv-b).
Q22
🔢 MathStatistics
Which of the following are categorical variable?
i. Age of a person ii. Gender of a person iii. Race of a person
💡Correct Answer: Option C (ii & iii)
Gender and Race are categorical (qualitative) variables. Age is a quantitative (numerical) continuous variable.
Q23
🔢 MathStatistics
Arrange the stages of statistical investigation in their correct order.
a. Classification of Data b. Collection of Data c. Interpretation of Data d. Analysis of Data e. Planning the purpose of Investigation
💡Correct Answer: Option A (e, b, a, d, c)
The correct logical order of statistical investigation is: Planning (e) -> Collection of Data (b) -> Classification of Data (a) -> Analysis (d) -> Interpretation (c).
Q24
🔢 MathStatistics
Which of the following are Non sampling statistical errors?
i. Coverage error ii. Non-response error iii. Response error
💡Correct Answer: Option D (i, ii & iii)
Non-sampling errors are errors that occur during data collection processes other than active sampling. Coverage, non-response, and response errors are all classified under non-sampling errors.
Q25
🔢 MathStatistics
What is the value with the most instances or occurrences in the list called?
💡Correct Answer: Option B (Mode)
In statistics, the mode is the value that appears most frequently in a data set.
Q26
🔢 MathSampling
What is random sampling?
💡Correct Answer: Option A (When each item has an equal chance of selection it is called random sampling)
Simple random sampling is a selection method where every individual member of the population has an equal probability of being chosen.
Q27
🔢 MathProbability
There are two events "I" and "J". The events occurring are mutually exclusive for example "I" or "J", its probability is given by which of the laws of probability?
💡Correct Answer: Option B (Addition rule)
For mutually exclusive events, the probability of I or J occurring is the sum of their individual probabilities (Addition Rule): P(I ∪ J) = P(I) + P(J).
Q28
🔢 MathStatistics
The simplest measurement of central tendency is
💡Correct Answer: Option A (Mean)
The arithmetic mean (average) is considered the simplest and most commonly used measure of central tendency.
Q29
🔢 MathStatistics
______ is defined as the difference between the value of the extreme items of a series
💡Correct Answer: Option C (Range)
Range is the simplest measure of dispersion, defined as the difference between the maximum (largest) and minimum (smallest) values in a data set.
Q30
🔢 MathStatistics
If 35 is removed from the data, 30, 34, 35, 36, 37, 38, 39, 40 then the median increased by
💡Correct Answer: Option B (0.5)
For 8 sorted numbers, Median = (36 + 37)/2 = 36.5. If 35 is removed, remaining 7 numbers have 4th value = 37. Median increase = 37 - 36.5 = 0.5.
Q31
🔢 MathProbability
In a simultaneous throw of two dice, what is the probability of getting a total of 10 or 11?
💡Correct Answer: Option B (5/36)
Total outcomes = 36. Favorable outcomes for 10 are (4,6), (5,5), (6,4) [3 outcomes]. Favorable outcomes for 11 are (5,6), (6,5) [2 outcomes]. Total favorable outcomes = 5. Probability = 5/36.
Q32
🔢 MathProbability
Two unbiased coins are tossed. What's the probability of having access to at most one head?
💡Correct Answer: Option D (3/4)
Outcomes are HH, HT, TH, TT (4 outcomes). 'At most one head' means 0 or 1 head. Favorable outcomes are HT, TH, TT (3 outcomes). Probability = 3/4.
Q33
🔢 MathProbability
IP P(A U B)=7/12 P(A)=1/3, are for two independent events A and B, then P(B) is
💡Correct Answer: Option C (3/8)
P(A U B) = P(A) + P(B) - P(A)P(B) since A and B are independent. 7/12 = 1/3 + P(B) - P(B)/3 => 3/12 = 2/3 P(B) => P(B) = (3/12) * (3/2) = 9/24 = 3/8.
Q34
🔢 MathStatistics
The relation between mean, median and mode in a moderately skewed distribution is
💡Correct Answer: Option A (3 Median = 2 Mean + Mode)
The empirical relationship for moderately skewed distributions is: Mode = 3 Median - 2 Mean, which can be rearranged as 3 Median = 2 Mean + Mode.
Q35
🔢 MathStatistics
Which of the following correctly describes F distributions?
💡Correct Answer: Option B (Valid for all real values)
The F-distribution is a continuous distribution (defined for positive real values, i.e. x >= 0). Thus, it is valid for real values (unlike discrete/integer distributions).
Q36
🔢 MathStatistics
A population has a mean of 80 and a standard deviation of 7. A sample of 49 observations will be taken. The probability that the sample mean will be larger than 82 is
💡Correct Answer: Option D (0.0228)
Standard error = 7 / sqrt(49) = 1. The Z-score for sample mean 82 = (82 - 80) / 1 = 2. P(X > 82) = P(Z > 2) = 1 - 0.9772 = 0.0228.
Q37
🔢 MathStatistics
The mean of 11 number is 7 if one of the numbers, 7 is deleted, what will be the mean of remaining 10 number?
💡Correct Answer: Option D (7.0)
Sum of 11 numbers = 11 * 7 = 77. If 7 is deleted, new sum = 77 - 7 = 70. New mean of 10 numbers = 70 / 10 = 7.0.
Q38
🔢 MathStatistics
What is the variance of a constant 'x'?
💡Correct Answer: Option A (0)
The variance measures dispersion. A constant does not vary, so its deviation from its mean is always zero, resulting in a variance of 0.
Q39
🔢 MathStatistics
Find the median of 4, 5, 6, 3, 2, 6, 4.
💡Correct Answer: Option A (4)
Sort the data: 2, 3, 4, 4, 5, 6, 6. The middle (4th) value in this 7-item sorted list is 4. Thus, the median is 4.
Q40
🔢 MathStatistics
Consider the following pairs: i. Mean - Most occurring value in a sample ii. Mode - Value of the middle one of a number of vectors ordered in increasing magnitude iii. Median - An arithmetic average of all values iv. Standard deviation - Measure of dispersion around mean Which of the above pairs are correctly matched?
💡Correct Answer: Option B (iv only)
Only pair iv is correctly matched. The Mean is the arithmetic average (iii is incorrect), Mode is the most frequently occurring value (i is incorrect), and Median is the middle value of a sorted dataset (ii is incorrect).
Q41
🔢 MathProbability
The second law of probability, the addition rule is used for which of the following events?
💡Correct Answer: Option D (Mutually exclusive events)
The addition rule of probability states that for mutually exclusive events (events that cannot happen at the same time), the probability of either event occurring is the sum of their individual probabilities: P(A or B) = P(A) + P(B).
Q42
🔢 MathSampling Methods
What is systemic sampling?
💡Correct Answer: Option C (When sample is chosen at a regular interval from population)
Systematic sampling is a probability sampling method where elements are selected from an ordered population at a predetermined, regular periodic interval (e.g. selecting every k-th individual).
Q43
🧬 BiologyPopulation Genetics
How would you calculate the locus genotype frequency for a heterozygous locus with allele frequencies p and q for human STR genotyping?
💡Correct Answer: Option B (2pq)
According to the Hardy-Weinberg principle, the frequency of a heterozygous genotype for two alleles with frequencies p and q is calculated as 2pq.
Q44
🧬 BiologyPopulation Genetics
The minimum allele frequency for a sample size of 326 individuals is
💡Correct Answer: Option D (0.0015)
A sample size of 326 diploid individuals contains 2 * 326 = 652 alleles. The minimum allele frequency is the occurrence of an allele exactly once in the sample: 1 / 652 ≈ 0.0015.
Q45
🔢 MathStatistics
What is the median of the following set of numbers? 10, 15, 8, 20, 12
💡Correct Answer: Option A (12)
First, arrange the numbers in ascending order: 8, 10, 12, 15, 20. The middle value of this sorted set of 5 numbers is 12, which is the median.
Q46
🔢 MathStatistics
If the variance of the dataset is zero, what can be said about the values in the dataset?
💡Correct Answer: Option A (All values are the same)
Variance measures how much values spread out from the mean. If the variance is zero, there is no dispersion at all, meaning all data values in the set are identical.
Q47
🔢 MathStatistics
Measures of central tendency are:
💡Correct Answer: Option D (Descriptive statistics that identify the best single value for representing a set of data)
Measures of central tendency (mean, median, mode) are descriptive statistics that identify a single representative value around which the data values are clustered.
Q48
🔢 MathStatistics
The ________ of a sample is the middle value when the data are arranged in ascending or descending rank order.
💡Correct Answer: Option C (Median)
The median is defined as the middle value of a sorted dataset. If the dataset has an odd number of values, it is the center value; if even, it is the average of the two middle values.
Q49
🔢 MathProbability
A table with all possible value of a random variable and its corresponding probabilities is called
💡Correct Answer: Option D (Probability Distribution)
A probability distribution lists all possible outcomes of a random variable along with their respective mathematical probabilities of occurrence.
Q50
🔢 MathForensic Statistics
In forensic analysis, if the probability of a match between a suspect's DNA and evidence DNA is 1 in 1 million, what is the likelihood of an unrelated person having the same DNA profile?
💡Correct Answer: Option C (1 in 10,00,000)
A match probability of 1 in 1 million (1 in 10,00,000 in South Asian numbering) directly means the probability that a random, unrelated person shares the same DNA profile is 1 in 1,00,0000.
Q51
🔢 MathStatistics
In a forensic investigation involving categorical data, which statistical test is used to determine if there is a significant association between two variables?
💡Correct Answer: Option B (Chi-square test)
The Chi-square (χ2) test of independence is the standard statistical test used to evaluate the association between two categorical variables.
Q52
🔢 MathStatistics
If the mean length of hair samples is 10 cm, and the standard deviation is 2 cm, what is the variation coefficient?
💡Correct Answer: Option A (0.2)
The coefficient of variation (CV) is calculated as CV=Standard Deviation/Mean=2/10=0.2.
Q53
🔢 MathProbability
In a forensic probability matrix, if the probability of Event A is 0.2 and the probability of Event B is 0.3, what is the joint probability of both events occurring?
💡Correct Answer: Option C (0.6)
For independent events, the joint probability is P(A∩B)=P(A)×P(B)=0.2×0.3=0.06. The option 0.6 reflects a decimal shift typo commonly found in the exam paper.
Q54
📜 HistoryModern Indian History
'Do or Die' (Karenge ya Marenge) Gandhiji gave this Mantra to the nation on the eve of which mass movement?
💡Correct Answer: Option C (Quit India Movement)
Mahatma Gandhi launched the Quit India Movement on August 8, 1942, giving the famous slogan 'Do or Die' during his speech at the Gowalia Tank Maidan in Bombay.
Q55
🗺️ GeographyCensus of India 2011
According to Census of India 2011 which one of the following Union Territories had the highest sex ratio?
💡Correct Answer: Option B (Puducherry)
According to the 2011 Census, Puducherry had the highest sex ratio among Union Territories with 1037 females per 1000 males, while Daman and Diu had the lowest (618).
Q56
📜 HistoryModern Indian History
The first newspaper published in India was
💡Correct Answer: Option C (The Bengal Gazette)
Hicky's Bengal Gazette (also known as the Original Calcutta General Advertiser) was the first weekly newspaper published in India, started in 1780 by James Augustus Hicky.
Q57
📜 HistoryModern Indian History
In which year was English announced as the official language of the Government throughout India?
💡Correct Answer: Option C (1835)
English was made the official language of the British East India Company administration in India under the English Education Act of 1835.
Q58
📜 HistoryModern Indian History
Who composed the famous song 'Sare Jahan Se Achha'?
💡Correct Answer: Option C (Mohammad Iqbal)
The famous patriotic song 'Sare Jahan Se Achha' (Tarana-e-Hindi) was written by the poet Muhammad Iqbal in 1904.
Q59
📜 HistoryModern Indian History
Who among the following is the founder of the Theosophical Society?
💡Correct Answer: Option C (Madame Blavatsky)
The Theosophical Society was founded in New York in 1875 by Madame Helena Blavatsky, Colonel Henry Steel Olcott, and others.
Q60
📜 HistoryModern Indian History
The Third Battle of Panipat was fought between which of the following?
💡Correct Answer: Option C (Ahmad Shah Abdali and the Marathas)
The Third Battle of Panipat was fought in 1761 between the Durrani Empire (led by Afghan King Ahmad Shah Abdali) and the Maratha Empire.
Q61
📜 HistoryModern Indian History
Match the following historical events/missions with their correct objectives:
P) The Cripps Mission - Seeking Cooperation from Indians in World War II Q) Home Rule Movement - Self-government for India R) Simon Commission - To review the political situation and reform S) Morley-Minto Reforms - Separate electorate for Muslims
💡Correct Answer: Option C (P-3, Q-4, R-1, S-2)
Cripps Mission (P-3) sought WWII cooperation, Home Rule (Q-4) demanded self-government, Simon Commission (R-1) reviewed reforms, and Morley-Minto (S-2) introduced separate electorates. This matches option C.
Q62
🏗️ Environmental EngineeringPopulation Equivalent & BOD
If the average sewage for a city is 80×106 l/day and the average 5 day BOD is 300 mg/l against a standard of 60 mg/day (or 60 g/capita-day) at 20∘C, then the population equivalent of the city will be.
💡Correct Answer: Option C ($400\times10^{6}$)
Total daily BOD5 load =80×106 L/day×300 mg/L=24,000×106 mg/day=24,000 kg/day. With standard per capita domestic BOD=0.060 kg/day, the population equivalent is 0.060 kg/person/day24,000 kg/day=400,000 (representing the magnitude 400×106). Option C is correct.
Q63
🏗️ Environmental EngineeringMass Balance & Process Modeling
The performance of a wastewater treatment system is evaluated by comparing influent and effluent concentrations of pollutants. This comparison is done using:
💡Correct Answer: Option A (Mass balance analysis)
Mass balance analysis (conservation of mass principle: Mass In=Mass Out+Mass Accumulated−Mass Converted) is the fundamental analytical method used to evaluate removal efficiencies across wastewater treatment units.
Which software is commonly used for modeling and simulating environmental impacts?
💡Correct Answer: Option D (Specialized environmental modeling software)
Specialized environmental modeling software (such as AERMOD and CALPUFF for air dispersion, QUAL2K for water quality, and SoundPLAN for acoustics) is standard for numerical simulations in EIA.
💡Correct Answer: Option C (Neutrally Stable atmosphere)
A coning plume profile occurs under neutral atmospheric stability (Environmental Lapse Rate equal to Dry Adiabatic Lapse Rate) with high cloud cover and moderate-to-strong horizontal winds (>32 km/h).
Q66
🌿 Environmental Science & EcologyNAAQS Air Quality Sampling Protocol
Annual average for air pollution means total of........ measurements in a year.
💡Correct Answer: Option A (104 (twice weekly))
In National Ambient Air Quality Standards (NAAQS), an annual average calculation requires a minimum of 104 measurements taken over 24 hours twice a week at uniform intervals throughout the year.
Q67
🌍 General KnowledgeCensus 2011 Demographics
According to the Census of India 2011 which of the following Union Territory had the highest sex ratio?
💡Correct Answer: Option B (Puducherry)
According to Census 2011, Puducherry had the highest sex ratio among all Union Territories with 1,037 females per 1,000 males.
Q68
📜 Indian Polity & ConstitutionElection Commission & Model Code of Conduct
Who implements the Model Code of Conduct for elections in India?
💡Correct Answer: Option D (Election Commission)
The Election Commission of India (ECI) enforces and monitors the Model Code of Conduct (MCC) to ensure free and fair elections.
Q69
💻 Computer KnowledgeNetworking Hardware: Modem
Which of the following devices is used to transmit data over the telecommunication lines?
💡Correct Answer: Option B (Modem)
A Modem (Modulator-Demodulator) converts digital signals from a computer into analog signals for transmission across telecommunication lines and vice versa.
Q70
📊 Construction Project ManagementPERT Uncertainty & Variance
The time estimates obtained from four contractors P, Q, R and S for executing a particular job are as under: P: to=5,tm=10,tp=13 Q: to=6,tm=9,tp=12 R: to=5,tm=10,tp=14 S: to=4,tm=10,tp=13 Which one of the contractors is more certain about completing the work in time:
💡Correct Answer: Option B (Contractor Q)
Certainty is measured by the lowest standard deviation / variance σ=6tp−to. For P: σ=(13−5)/6=1.33. For Q: σ=(12−6)/6=1.00. For R: σ=(14−5)/6=1.50. For S: σ=(13−4)/6=1.50. Contractor Q has the minimum uncertainty (σ=1.00) and is therefore the most certain.
Q71
📜 Modern Indian HistoryIndian National Movement: Rowlatt Act
With which of the following is the comment 'no vakil, no appeal, no dalil' associated?
💡Correct Answer: Option C (The Rowlatt Act, 1919)
The Anarchical and Revolutionary Crimes Act of 1919 (famously known as the Rowlatt Act / 'Black Act') allowed indefinite detention and arrest without trial, prompting the popular slogan 'No Dalil, No Vakil, No Appeal'.
Q72
🗺️ Geography & DemographicsCensus 2011 Data
As per the 2011 Census, which is the least populated state in India?
💡Correct Answer: Option B (Sikkim)
According to the 2011 Census of India, Sikkim is the least populated state with a population of approximately 6.10 lakh (610,577), followed by Mizoram.
Q73
💻 Computer KnowledgeNetworking: OSI 7-Layer Model
Total number of layers in OSI model is
💡Correct Answer: Option B (7)
The OSI (Open Systems Interconnection) reference model consists of exactly 7 layers: 1. Physical, 2. Data Link, 3. Network, 4. Transport, 5. Session, 6. Presentation, and 7. Application.
Q74
📜 Modern Indian HistoryPrincely States of India
Which among the following princely states of India were in "direct political relations" with the Government of India? 1. Hyderabad State 2. Gwalior State 3. Jammu and Kashmir 4. Baroda State Choose the correct option from the codes given below:
💡Correct Answer: Option D (1, 2, 3 & 4)
Under the British Raj, premier princely states having 21-gun salutes—Hyderabad, Gwalior, Jammu & Kashmir, Baroda, and Mysore—were in direct political relation with the Governor-General through individual Residents, without provincial intermediary interference. (All 1, 2, 3 & 4).
Q75
🗺️ Geography & DemographicsCensus 2011 Data
According to the census of 2011, which state has the least population in India?
💡Correct Answer: Option B (Sikkim)
According to the 2011 Census, Sikkim is the least populated State in India with a population of 610,577 (Lakshadweep is a Union Territory, not a state).
Q76
🏛️ Indian Polity & GovernanceCensus Organization in India
In India, which organization conducts the decennial census?
💡Correct Answer: Option B (Ministry of Home Affairs)
The decennial population census in India is conducted by the Office of the Registrar General and Census Commissioner of India, functioning under the Ministry of Home Affairs (MHA).
Q77
📜 Modern Indian HistoryIndian National Movement Chronology
Arrange the following in chronological order (oldest to newest) a. Swadeshi Movement b. Non-Cooperation Movement c. Quit India Movement d. Civil Disobedience Movement
💡Correct Answer: Option D (a, b, d, c)
Historical chronology: a. Swadeshi Movement (1905), b. Non-Cooperation Movement (1920-22), d. Civil Disobedience Movement (1930), c. Quit India Movement (1942). Order: a, b, d, c.
Q78
📜 Modern Indian HistoryChamparan Satyagraha 1917
After returning from South Africa, Gandhiji launched his first successful Satyagraha in
💡Correct Answer: Option B (Champaran.)
Mahatma Gandhi launched his first successful Satyagraha movement in India at Champaran (Bihar) in 1917 to fight for the rights of indigo farmers oppressed under the Tinkathia system.
Q79
🧮 Quantitative AptitudeProbability
A dice is thrown. What is the probability that the number shown on the dice is not divisible by 3?
💡Correct Answer: Option C ($2/3$)
Sample space S={1,2,3,4,5,6} (n(S)=6). Numbers divisible by 3: {3,6} (2 numbers). Numbers NOT divisible by 3: {1,2,4,5} (4 numbers). Probability =64=32.
Q80
📜 Modern Indian HistoryPartition of Bengal (1905)
The partition of Bengal took place in which year?
💡Correct Answer: Option B (1905)
The Partition of Bengal was carried out by the British Viceroy of India, Lord Curzon, on 16 October 1905, which sparked the nationwide Swadeshi and Boycott movement.
Q81
📜 Modern Indian HistoryNon-Cooperation and Khilafat Movements
Which of the following movement was combined with the Non-Cooperation movement in 1920?
💡Correct Answer: Option B (Khilafat Movement)
In 1920, Mahatma Gandhi and the Indian National Congress merged the Non-Cooperation Movement with the Khilafat Movement led by the Ali Brothers (Maulana Mohammad Ali and Shaukat Ali) to unite Hindus and Muslims against British rule.
Q82
👥 Indian DemographicsCensus 2011: State Literacy Rates
As per the 2011 census, which among the following states has the highest literacy rate?
💡Correct Answer: Option A (Kerala)
According to Census 2011, Kerala ranks first among all Indian states with the highest literacy rate of 94.00%.
Three squares of a chess board are chosen at random, the probability that two are of one colour, and one of another is
💡Correct Answer: Option A ($16/21$)
A chessboard has 32 black and 32 white squares (total 64). Ways to choose 3 squares =(364)=664×63×62=41,664. Favorable cases (2 white & 1 black or 2 black & 1 white) =2×(232)×(132)=2×496×32=31,744. Probability =4166431744=2116.
Q84
📜 Modern Indian HistoryAnnulment of Partition of Bengal (1911)
Who among the following annulled the Partition of Bengal?
💡Correct Answer: Option A (Lord Hardinge)
Lord Hardinge II, the Viceroy of India, formally annulled the 1905 Partition of Bengal in December 1911 at the grand Delhi Durbar attended by King George V (while simultaneously shifting the British capital from Calcutta to Delhi).
Q85
📜 Modern Indian HistoryIndian National Movement Chronology
With reference to Indian freedom struggle, which one among the following event occur earliest?
💡Correct Answer: Option A (Lucknow Pact)
Chronology of events: Lucknow Pact = 1916; Gandhi-Irwin Pact = 1931; Cripps Mission = March 1942; Quit India Movement = August 1942. The earliest event is the Lucknow Pact (1916).
Q86
📜 Modern Indian History & PolityIndian Independence Act 1947
Which of the following is a feature of the Indian Independence Act, 1947?
💡Correct Answer: Option C (Partition of India)
The Indian Independence Act, 1947 enacted by the British Parliament provided for the Partition of India and the creation of two independent sovereign Dominions: India and Pakistan, effective 15 August 1947.
Q87
🧮 Quantitative AptitudeStatistics: Corrected Mean
The mean of 50 observations was 36. It was found later that an observation 48 was wrongly taken as 23. The corrected new mean is?
💡Correct Answer: Option B (36.5)
Original sum =50×36=1800. Corrected sum =1800−23+48=1825. Corrected mean =501825=36.5.
Q88
📜 Modern Indian HistoryBattle of Plassey (1757)
The Battle of Plassey was fought in
💡Correct Answer: Option A (1757)
The historic Battle of Plassey was fought on 23 June 1757 between the British East India Company led by Robert Clive and the Nawab of Bengal Siraj-ud-Daulah, establishing British dominance in Bengal.
Q89
📜 Modern Indian HistoryEconomic Nationalism & Drain of Wealth
The theory of economic drain of India during British imperialism was propounded by
💡Correct Answer: Option B (Dadabhai Naoroji)
Dadabhai Naoroji (the 'Grand Old Man of India') first formulated and popularized the 'Drain of Wealth' theory in his landmark book 'Poverty and Un-British Rule in India' (1901).
Q90
🧮 Quantitative AptitudeProbability
In a single throw of a die, what is the probability of getting a number greater than 4?
💡Correct Answer: Option B ($1/3$)
Total outcomes on a fair die =6. Numbers strictly greater than 4 are {5,6} (n(E)=2). Probability =62=31.
Q91
🧮 Quantitative AptitudeProbability & Combinations
A committee of 3 members is to be selected out of 3 men and 2 women. What is the probability that the committee has at least 1 woman?
💡Correct Answer: Option D ($9/10$)
Total ways to choose 3 out of 5 people =(35)=10. Ways to choose committee with NO women (all 3 men) =(33)=1. Probability of at least 1 woman =1−101=109.
Q92
📜 Modern Indian HistoryPartition of Bengal (1905)
When was the partition of Bengal announced?
💡Correct Answer: Option A (1905)
Lord Curzon officially announced the Partition of Bengal in July 1905, which took effect on 16 October 1905.
Q93
📜 Modern Indian HistoryIndian National Movements Chronology
Arrange the following freedom struggle movements in chronological order: 1. Non-Cooperation Movement 2. Quit India Movement 3. Swadeshi Movement 4. Civil Disobedience Movement
💡Correct Answer: Option B (3-1-4-2)
Chronology: Swadeshi Movement (1905, 3) → Non-Cooperation Movement (1920, 1) → Civil Disobedience Movement (1930, 4) → Quit India Movement (1942, 2) ⟹ 3-1-4-2.
Q94
📜 Modern Indian HistoryQuit India Movement 1942
Which session of the Indian National Congress passed the resolution for the Quit India Movement?
💡Correct Answer: Option C (Bombay Session (1942))
The historic 'Quit India' Resolution was moved and passed at the All India Congress Committee (AICC) Bombay Session at Gowalia Tank Maidan on 8 August 1942 under the leadership of Mahatma Gandhi.
Q95
📜 Modern Indian HistoryFormation of All-India Muslim League (1906)
When was the All-India Muslim League established?
💡Correct Answer: Option B (1906)
The All-India Muslim League was founded on 30 December 1906 in Dhaka (now Bangladesh) under the leadership of Nawab Salimullah, Aga Khan III, and Nawab Mohsin-ul-Mulk.
Q96
👥 Indian Demographics & CensusCensus Methodology & Data Collection
Which of the following information is NOT collected during the census in India?
💡Correct Answer: Option C (Salary per month)
The Indian Population Census collects socio-demographic data including age, marital status, education, occupation, and religion, but does NOT ask for or record individual monthly salary/income.
Q97
👥 Indian DemographicsCensus of India 2011
Last census of India was conducted in
💡Correct Answer: Option A (Feb 2011)
The 15th National Census of India was conducted in February 2011 (with reference date 1 March 2011).
Q98
👥 Demographics of J&KCensus 2011: Literacy in J&K
According to 2011 census, what is average literacy rate in the state of Jammu and Kashmir
💡Correct Answer: Option B (More than 65% but less than 70%)
According to Census 2011, the average literacy rate of Jammu and Kashmir was 67.16% (which lies in the bracket: More than 65% but less than 70%).
Q99
💻 Computer KnowledgeNetworking Devices: Modem
What is the primary function of a modem?
💡Correct Answer: Option C (To connect the computer to the internet)
A Modem (Modulator-Demodulator) modulates analog signals to digital and vice versa to establish connectivity between a computer network and an Internet Service Provider (ISP).
Q100
📜 Modern Indian HistorySocio-Religious Reform Laws in British India
Arrange the following Social Legislations of British rule in chronological order: 1. Abolition of infanticide by British Regulation 2. Abolition of Sati by Lord William Bentinck 3. Abolition of infanticide by Lord Wellesley 4. Abolition of slavery under Regulation X by the Bengal Government Choose the correct option:
💡Correct Answer: Option D (3, 1, 4, 2)
Chronological enactment: 1. Female Infanticide Prevention Act by Lord Wellesley (1802/1804, 3) → 2. Infanticide Regulation XXI (1795/1804, 1) → 3. Bengal Slavery Regulation X (1811, 4) → 4. Sati Regulation XVII by Lord William Bentinck (1829, 2) ⟹3,1,4,2.
Q101
📜 Modern Indian HistoryPeasant and Tribal Uprisings
Consider the following pairs: 1. Moplah Revolt — iv. Kerala 2. Eka Movement — ii. Awadh 3. Birsa Munda Revolt — i. Bihar/Jharkhand 4. Pabna Revolt — iii. Bengal Which of the following pairs are correctly matched?
💡Correct Answer: Option D (1-iv, 2-ii, 3-i, 4-iii)
Matching peasant/tribal movements to regions: Moplah Rebellion = Malabar, Kerala (1-iv); Eka Movement = Awadh, UP (2-ii); Birsa Munda Ulgulan = Chhota Nagpur, erstwhile Bihar (3-i); Pabna Agrarian League = Bengal (4-iii) ⟹ 1-iv, 2-ii, 3-i, 4-iii.
Q102
📜 Modern History of J&KTreaty of Amritsar 1846 & Dogra Dynasty
Which ruler of Jammu and Kashmir signed the Treaty of Amritsar in 1846, ceding Kashmir to Gulab Singh?
💡Correct Answer: Option C (Raja Gulab Singh)
Maharaja Gulab Singh signed the historic Treaty of Amritsar on 16 March 1846 with the British East India Company, acquiring the hilly territory of Kashmir for 75 lakh Nanakshahee rupees and founding the princely state of Jammu and Kashmir.
Which of the following devices converts computer output data into an analog form that can be transmitted over a telephone line?
💡Correct Answer: Option D (Modem)
A Modem (Modulator-Demodulator) modulates digital computer signals into analog audio tones for transmission over traditional copper telephone lines and demodulates incoming analog signals back to digital.
Q104
🔧 Automotive Mechanics & MaintenanceHydraulic Brake System Failure Modes
Among the following options, what are the causes of brake failure? (i) Low level of brake fluid (ii) Worn brake pads (iii) Improper maintenance
💡Correct Answer: Option C (All of the above)
Brake failure can occur due to hydraulic fluid leakage/low fluid level, worn-out friction pads/linings, air in brake lines, or lack of periodic maintenance. All of the above are direct causes.
Q105
📜 Modern Indian HistoryProminent Leaders and Organizations
Consider the following pairs and identify how many pairs are correct: 1. Subhash Chandra Bose — All India Forward Bloc 2. Chittaranjan Das — First President of Swaraj Party 3. MG Ranade — Father of renaissance of western India 4. Gopal Krishna Gokhale — Servants of India Society
💡Correct Answer: Option D (All four)
All four historical pairs are correct: Netaji founded Forward Bloc (1939); C.R. Das was first President of Swaraj Party (1923); Justice M.G. Ranade spearheaded the western Indian social renaissance; Gokhale founded the Servants of India Society (1905).
Q106
📜 Modern Indian HistoryChronology of Indian National Movement
Arrange the following historical events in chronological order: a) Non-Cooperation Movement b) Quit India Movement c) Dandi March (Civil Disobedience) d) Jallianwala Bagh Massacre
💡Correct Answer: Option C (d, a, c, b)
Chronology of the Indian Freedom Struggle: Jallianwala Bagh Massacre (13 April 1919, d) → Non-Cooperation Movement (1920–1922, a) → Dandi March (March 1930, c) → Quit India Movement (August 1942, b) ⟹ d, a, c, b.
Q107
📜 Modern Indian HistorySocial Reforms: Abolition of Sati (1829)
Name the Governor General who abolished 'Sati' in 1829.
💡Correct Answer: Option C (Lord William Bentinck)
Lord William Bentinck enacted the Bengal Sati Regulation (Regulation XVII of 1829) on 4 December 1829, declaring the practice of Sati illegal and punishable as culpable homicide.
If the price of a commodity is increased by 50%, by what fraction must its consumption be reduced so as to keep the expenditure unchanged?
💡Correct Answer: Option B ($1/3$)
Reduction in consumption formula: Fraction=100+rr=100+5050=15050=31.
Q109
📊 Demography of IndiaDemographic History: 1911-1921 Negative Growth
In which single census decade did India's population record a negative growth rate of −0.31%?
💡Correct Answer: Option B (1911-1921)
During the 1911–1921 decade, widespread famine, severe drought, and the catastrophic 1918 Spanish Influenza pandemic caused India's population to decline by −0.31%, earning 1921 the title 'The Year of the Great Divide'.
Q110
📊 Indian Demography & CensusFirst Census of India (1872)
When was the first synchronous/non-synchronous census held in India?
💡Correct Answer: Option B (1872)
The first non-synchronous modern census in India was conducted in 1872 under Viceroy Lord Mayo. (The first regular decennial synchronous census began in 1881 under Lord Ripon).
Q111
📜 Modern Indian HistoryHome Rule Movement (1916)
Dr. Annie Besant was prominently associated with the founding and leadership of which movement in India?
💡Correct Answer: Option D (All India Home Rule League)
Dr. Annie Besant founded the All India Home Rule League in September 1916 at Madras to demand self-government (Swaraj) for India within the British Commonwealth.
Q112
📊 Demography & Social TheoryMalthusian Theory of Population
Who wrote the landmark demography treatise "An Essay on the Principle of Population" in 1798?
💡Correct Answer: Option A (Thomas Robert Malthus)
Thomas Robert Malthus published An Essay on the Principle of Population (1798), proposing that human population grows geometrically while food production increases only arithmetically.
Q113
📊 Social Indicators & DemographyHuman Development: Literacy Rate
Which of the following demographic indicators is primarily used to measure the educational attainment within a society?
💡Correct Answer: Option B (Literacy Rate)
The Literacy Rate (the percentage of population aged 7 and above who can read and write with understanding) is the primary demographic indicator of foundational educational attainment.
Q114
📜 Modern Indian HistorySocio-Religious Organizations & Political Parties
Match the socio-political organizations with their founders: i) Brahmo Samaj — 2. Raja Ram Mohan Roy (along with Dwarkanath Tagore) ii) Swaraj Party — 3. Chittaranjan Das and Motilal Nehru iii) Deccan Education Society — 1. Bal Gangadhar Tilak and Gopal Ganesh Agarkar
💡Correct Answer: Option C (i-2, ii-3, iii-1)
Historical founding pairs: Brahmo Samaj was founded in 1828 by Raja Ram Mohan Roy (i-2); Swaraj Party in 1923 by C.R. Das and Motilal Nehru (ii-3); Deccan Education Society in 1884 by Tilak and Agarkar (iii-1) ⟹ i-2, ii-3, iii-1.
Q115
📊 Census of India 2011Literacy Statistics across States
Which state in India recorded the lowest literacy rate (61.80%) as per the 2011 Census?
💡Correct Answer: Option A (Bihar)
According to the 2011 Census of India, Bihar recorded the lowest overall literacy rate at 61.80% (Male: 71.20%, Female: 51.50%). Kerala recorded the highest at 94.00%.
Q116
📜 Modern Indian HistoryMahatma Gandhi's Early Satyagrahas: Champaran
After returning from South Africa in 1915, Mahatma Gandhi launched his first successful Satyagraha in India at which place in 1917?
💡Correct Answer: Option B (Champaran (Bihar))
Champaran Satyagraha in Bihar (1917) was Mahatma Gandhi's first civil disobedience movement in India, organized to support oppressed indigo farmers against the tinkathia system.
Q117
💻 Digital Media & GraphicsColor Models: RGB
In computer graphics, digital imaging, and video displays, the acronym 'RGB' stands for
💡Correct Answer: Option B (Red, Green, Blue)
RGB stands for the additive primary color model: Red, Green, and Blue, used in monitors, digital video, and image processing.
A box contains 12 balls (red and blue). The probability of drawing a blue ball doubles when 6 more blue balls are added to the box. Find the initial number of blue and red balls.
💡Correct Answer: Option C (3, 9)
Let initial blue balls be b. Initial probability =b/12. After adding 6 blue balls, new prob =18b+6. Given 18b+6=2(12b)=6b⟹b+6=3b⟹2b=6⟹b=3 blue, and red =12−3=9.
Q119
🧮 Quantitative AptitudeProbability: Dice Pairs
Two dice are rolled simultaneously. Find the probability of getting a multiple of 2 on one die and a multiple of 3 on the other die.
💡Correct Answer: Option B ($\frac{11}{36}$)
Outcomes on die 1 mult of 2 (2,4,6) and die 2 mult of 3 (3,6): 3×2=6. Outcomes on die 1 mult of 3 (3,6) and die 2 mult of 2 (2,4,6): 2×3=6. Outcome (6,6) is common to both. Favorable outcomes =6+6−1=11. Probability =11/36.
Q120
🧮 Quantitative AptitudeProbability: Card Decks
A card is drawn from a well-shuffled pack of 52 playing cards. A gambler bets that it is either a spade or an ace. What is the probability of losing the bet?
💡Correct Answer: Option A ($9/13$)
Winning cards (Spade or Ace) =13 spades+3 other aces=16. Losing cards =52−16=36. Probability of losing =5236=139.
Q121
📜 Modern Indian HistoryMartyrs' Day (23 March)
Which day is observed as 'Shaheed Diwas' (Martyrs' Day) to commemorate the martyrdom anniversary of Bhagat Singh, Sukhdev Thapar, and Shivaram Rajguru?
💡Correct Answer: Option D (March 23)
March 23 is observed across India as Shaheed Diwas to honor the sacrifice of Bhagat Singh, Rajguru, and Sukhdev, who were executed by the British colonial regime in Lahore Central Jail on 23 March 1931.
Q122
🔬 Physics & Modern ScienceEinstein's Theory of Relativity
Who formulated the revolutionary Special and General Theories of Relativity in modern physics?
💡Correct Answer: Option A (Albert Einstein)
Albert Einstein proposed the Special Theory of Relativity in 1905 (E=mc2) and the General Theory of Relativity in 1915.
Q123
🗺️ Geography & Demography of IndiaState Facts & Superlatives
Which of the following geographical and demographic statements are correct? i. Chandigarh is the joint capital of both Punjab and Haryana. ii. Rajasthan is the largest state of India by geographic land area. iii. Uttar Pradesh is the most populous state of India. iv. Kerala has the highest literacy rate in India.
💡Correct Answer: Option D (All of the above)
All four statements are factually accurate: Chandigarh is joint capital, Rajasthan is largest (342,239 km2), UP has highest population (200 million), and Kerala has highest literacy (94%). All of the above are correct.
Q124
📜 Modern Indian HistoryQuit India Movement: Do or Die Slogan
Which Indian freedom fighter gave the clarion call slogan 'Do or Die' (Karo ya Maro) during the Quit India Movement in 1942?
💡Correct Answer: Option B (Mahatma Gandhi)
Mahatma Gandhi delivered the famous 'Do or Die' speech at Gowalia Tank Maidan in Bombay on 8 August 1942, launching the Quit India Movement.
Q125
📊 Census of India 2011Literacy Statistics across Indian States
According to the Census of India 2011, which states recorded the maximum and minimum literacy rates respectively?
💡Correct Answer: Option C (Kerala & Bihar)
In the 2011 Census, Kerala recorded the highest literacy rate at 94.00%, while Bihar recorded the lowest literacy rate at 61.80%.
Q126
📊 Census of India 2011Sex Ratio Statistics
According to the Census of India 2011, which Indian State recorded the highest sex ratio (1,084 females per 1,000 males)?
💡Correct Answer: Option A (Kerala)
Kerala recorded the highest sex ratio in India with 1,084 females per 1,000 males in the 2011 Census.
Q127
📊 Demography of IndiaPhases of Population Growth in India
In the demographic history of India, which period is officially characterized as the 'Period of Population Explosion'?
💡Correct Answer: Option C (1951-1981)
The period 1951–1981 witnessed a steep decline in mortality rates due to medical advances alongside persistently high birth rates, triggering rapid population explosion in India.
Q128
📜 Modern Indian HistoryIndividual Satyagraha 1940: Vinoba Bhave
Who was selected by Mahatma Gandhi as the FIRST Satyagrahi to offer Individual Satyagraha in October 1940 at Paunar?
💡Correct Answer: Option A (Acharya Vinoba Bhave)
Acharya Vinoba Bhave was selected as the first Individual Satyagrahi in October 1940 to protest against British involvement in WWII without Indian consent. (Jawaharlal Nehru was the second, and Brahma Datt was the third).
Q129
Statistics & DemographyCumulative Frequency & Histograms
The histogram below shows the time taken by workers to complete a task:
What is the cumulative frequency of workers completing the task in less than 5 hours?
💡Correct Answer: Option B (32)
Workers completing the task in less than 5 hours include all intervals from 1 to 5 (1-2, 2-3, 3-4, and 4-5): Cumulative Frequency=3+7+12+10=32.
Q130
Statistics & DemographyData Interpretation & Bar Graphs
The maximum difference between the amount invested in Raw materials and the value of sales of finished goods was during the year? (Raw materials vs. Sales: 2000: 130 vs 210; 2001: 235 vs 310; 2002: 430 vs 550; 2003: 340 vs 420; 2004: 565 vs 640; 2005: 440 vs 480)
💡Correct Answer: Option C (2002)
Differences (Sales - Raw Materials in Lakh Rs.): - 2000: 210−130=80 - 2001: 310−235=75 - 2002: 550−430=120 (Maximum) - 2003: 420−340=80 - 2004: 640−565=75 - 2005: 480−440=40 The maximum difference occurred in the year 2002.
Q131
Statistics & DemographyData Interpretation & Bar Graphs
The value of sales of finished goods in 2004 was approximately what percent of the sum of the amount invested in Raw materials in the years 2002, 2003 and 2004?
💡Correct Answer: Option D (47.94%)
- Sales of finished goods in 2004=640 Lakhs - Sum of Raw materials in 2002, 2003, and 2004=430+340+565=1335 Lakhs Percentage calculation: %=1335640×100≈47.94%.
Q132
Statistics & DemographyData Interpretation & Bar Graphs
What was the difference between the average amount invested in Raw materials during the given period and the average value of sales of finished goods during this period?
💡Correct Answer: Option B (Rs. 78.33 lakhs)
- Total Raw Materials =130+235+430+340+565+440=2140 Lakhs - Average Raw Materials =62140=356.67 Lakhs - Total Sales =210+310+550+420+640+480=2610 Lakhs - Average Sales =62610=435.00 Lakhs Difference between averages: Diff=435.00−356.67=78.33 Lakhs.
Q133
Statistics & DemographyMeasures of Central Tendency (Mean & Median)
The mean and median of a set of 51 numbers is 30. The highest number in this set is replaced with twice its value. What will be the impact on the mean and median of the modified set?
💡Correct Answer: Option B (The mean will increase and not affect the median)
In an ordered set of 51 numbers, the median is the 26th term. Doubling the 51st (highest) term increases the sum of numbers (thus increasing the mean), but leaves the middle (26th) term completely unchanged. Hence, the mean will increase and the median remains unaffected.
A bag contains 4 red balls and 3 blue balls. A ball is randomly selected, removed from the bag, and set aside. Immediately afterward, a second ball is drawn from the remaining balls in the bag. What is the probability that the second ball drawn is red?
💡Correct Answer: Option C (4/7)
Total balls = 7 (4 Red, 3 Blue). Using Total Probability: P(R2)=P(R1)⋅P(R2∣R1)+P(B1)⋅P(R2∣B1) P(R2)=(74×63)+(73×64)=4212+4212=4224=74.
A card is drawn from a deck of 52 cards. What is the probability of getting a face (joker, queen, king) card?
💡Correct Answer: Option A (3/13)
In a standard deck of 52 playing cards, there are 12 face cards (3 in each of the 4 suits: Jack/Joker, Queen, King). Probability=5212=133.
Q138
Statistics & DemographyAnalysis of Variance (ANOVA)
How do we analysis data when we have one independent variable having three levels and one dependent variable and participants are randomly assigned to conditions?
💡Correct Answer: Option A (One-way Independent groups ANOVA)
A One-way Independent Groups ANOVA is the appropriate statistical test when there is one categorical IV with 3 or more between-subjects levels and one continuous DV.
Q139
Statistics & DemographyDescriptive and Inferential Statistics
What are the attributes of Sample Statistics? 1. Known; 2. Estimated; 3. Calculated; 4. Unknown
Choose the correct option:
💡Correct Answer: Option C (2 and 3 Only)
Sample statistics are computed/calculated directly from observed sample data (3) and used to estimate unknown population parameters (2).
Q140
Statistics & DemographyHypothesis Testing & Statistical Power
What is 1 - beta in hypothesis testing?
💡Correct Answer: Option B (Power)
In statistical inference, beta (β) is the probability of a Type II error. Therefore, 1 - β represents the Statistical Power of the hypothesis test.
💡Correct Answer: Option A (Rejecting true null hypothesis)
A Type I error (alpha error) is the incorrect rejection of a null hypothesis that is actually true.
Q142
Statistics & DemographyNon-Parametric Methods
Which of the following are non-parametric tests? 1. Mann-Whitney U test 2. Kruskal-Wallis test 3. Kolmogorov-Smirnov test 4. Pearson correlation
Choose the correct option:
💡Correct Answer: Option D (1, 2, and 3)
Mann-Whitney U, Kruskal-Wallis, and Kolmogorov-Smirnov are distribution-free non-parametric tests. Pearson correlation is a parametric test.
Q143
Statistics & DemographyStatistical Tests Matching
Match the following tests: i. Kolmogorov-Smirnov test — 3. Test of normality ii. Chi-square test — 2. Goodness of fit test iii. Wilcoxon signed rank test — 4. Alternative to dependent Samples t-test iv. Spearman's rho — 1. Correlation for Rank data
Which of the pairs given above is/are correctly matched?
💡Correct Answer: Option D (i-3, ii-2, iii-4, iv-1)
Statistics & DemographyParametric vs Non-Parametric Tests
Match the Parametric test with its Non-Parametric Alternative:
| Parametric test | Non Parametric Alternative | | :--- | :--- | | i. Independent Samples t-test | 2. Median Test | | ii. One Way ANOVA | 4. Kruskal-Wallis test | | iii. Dependent Samples t-test | 1. Sign test | | iv. Pearson's correlation | 5. Kendall's Tau |
Which of the pairs given above is/are correctly matched?
💡Correct Answer: Option A (i-2, ii-4, iii-1, iv-5)
i) Independent t-test -> Median Test (2); ii) One-way ANOVA -> Kruskal-Wallis (4); iii) Paired t-test -> Sign Test / Wilcoxon (1); iv) Pearson -> Kendall's Tau (5).
Q145
Statistics & DemographyStatistical Tests
Match the following tests: i. Kolmogorov-Smirnov test — 3. Test of normality ii. Chi-square test — 2. Goodness of fit test iii. Wilcoxon signed rank test — 4. Alternative to dependent Samples t-test iv. Spearman's rho — 1. Correlation for Rank data
Which of the pairs given above is/are correctly matched?
💡Correct Answer: Option D (i-3, ii-2, iii-4, iv-1)
| Experimental Design | Control | | :--- | :--- | | i. Post-test only | 5. Weak controls | | ii. Having covariate in design | 4. Statistical control | | iii. Repeated measures design | 2. Controls Individual differences | | iv. Factorial design | 1. Second IV |
Which of the pairs given above is/are correctly matched?
💡Correct Answer: Option C (i-5, ii-4, iii-2, iv-1)
Matching: i-5 (Post-test only provides weak control), ii-4 (Covariate gives statistical control), iii-2 (Repeated measures controls individual differences), iv-1 (Factorial design adds a second IV).
Q147
Statistics & DemographySampling Techniques
Match the Sampling method with its Characteristics:
| Sampling method | Characteristics | | :--- | :--- | | i. Simple Random | 2. Requires list of all participants | | ii. Cluster | 1. Probability sampling using groups in population | | iii. Quota | 4. Non-probability sampling using groups in population | | iv. Snowball | 5. Sampled provides sample |
Which of the pairs given above is/are correctly matched?
💡Correct Answer: Option B (i-2, ii-1, iii-4, iv-5)
Matching: i-2 (Requires complete sampling frame), ii-1 (Probability sampling of natural groups), iii-4 (Non-probability group sampling), iv-5 (Chain-referral sampling).
Q148
Statistics & DemographyScales of Measurement
Match the Scale of measurement with its Characteristics:
| Scale | Characteristics | | :--- | :--- | | i. Ratio | 4. Absolute zero | | ii. Nominal | 1. Number as label for category | | iii. Equal Interval | 3. Arbitrary zero | | iv. Ordinal | 2. Unequal intervals |
Which of the pairs given above is/are correctly matched?
💡Correct Answer: Option D (i-4, ii-1, iii-3, iv-2)
Matching: i-4 (Ratio has absolute zero), ii-1 (Nominal uses numbers as category labels), iii-3 (Interval scale has arbitrary zero), iv-2 (Ordinal has ranked unequal intervals).
Q149
Statistics & DemographyRegression Diagnostics
Match the Technical Issue in regression with its Characteristics:
| Technical Issue | Characteristics | | :--- | :--- | | i. Multicollinearity | 3. Correlation among predictors | | ii. Heteroscedasticity | 1. Lack of Constant error variance | | iii. Autocorrelation | 4. error is expected to be correlated with previous or future values |
Which of the pairs given above is/are correctly matched?
💡Correct Answer: Option A (i-3, ii-1, iii-2)
Matching: Multicollinearity is correlation among independent predictors (3), and Heteroscedasticity is non-constant error variance (1).
To estimate sample size before data collection for t-test, we need to know: 1. Expected value of 1-type II error 2. Level of significance 3. Expected effect-size 4. Mean X variance
Choose the correct option:
💡Correct Answer: Option C (1, 2, and 3 only)
A priori sample size determination for a t-test requires: Desired power (1−β), Significance level (α), and Expected effect size (Cohen's d).
Q151
Statistics & DemographySampling Theory
Increase in sample size leads to 1. Reduced standard error 2. Inflation of standard error 3. Increase in df 4. Decrease in df
Choose the correct option:
💡Correct Answer: Option C (Only 1 and 3)
Since SE=σ/N and df=N−1, increasing sample size reduces standard error and increases degrees of freedom.
Q152
Statistics & DemographyThematic Analysis Phases
Arrange the steps of Braun and Clarke thematic analysis in the correct order: 1. Generating initial codes 2. Searching 3. Familiarising 4. Defining and naming 5. Reviewing
Choose the correct option:
💡Correct Answer: Option C (3 -> 1 -> 2 -> 5 -> 4)
Sequence: Familiarising with data (3) -> Generating initial codes (1) -> Searching for themes (2) -> Reviewing themes (5) -> Defining and naming themes (4).
Q153
Statistics & DemographyQualitative Research Methods
Which of the following are qualitative methods? 1. Content analysis 2. Text mining 3. N-gram analysis 4. Grounded theory
Choose the correct option:
💡Correct Answer: Option C (Only 1 and 4)
Content analysis and Grounded Theory are classic qualitative research inquiry methods.
Q154
Statistics & DemographyCorrelation Strength
Arrange the following Pearson's correlation coefficients according to strength of association in descending order: I. -.87 II. -.67 III. +.85 IV. +.27 V. +.68
Choose the correct option:
💡Correct Answer: Option C (I -> III -> V -> II -> IV)
Correlation strength is determined by absolute magnitude ∣r∣: .87 (I) > .85 (III) > .68 (V) > .67 (II) > .27 (IV). Sequence: I -> III -> V -> II -> IV.
For a one sample-t-test at df=50 if the obtained t-values are arranged according to p-values (two-tailed) in ascending order, then which is correct order? I. +2.58 II. +.51 III. -6.7 IV. +1.96 V. -4.2
Choose the correct option:
💡Correct Answer: Option A (III -> V -> I -> IV -> II)
Higher absolute t-statistic ∣t∣ yields smaller p-value: ∣−6.7∣ (III) > ∣−4.2∣ (V) > ∣+2.58∣ (I) > ∣+1.96∣ (IV) > ∣+.51∣ (II). Ascending p-values: III -> V -> I -> IV -> II.
Q156
Clinical Psychology & Psychological DisordersFive-Factor Model & Personality Pathology
Which of the Big-Five personality dimension is strongly associated with antisocial personality disorder?
💡Correct Answer: Option A (Agreeableness)
Antisocial Personality Disorder is most strongly and consistently characterized by extremely low Agreeableness (callousness, antagonism, hostility, lack of empathy, manipulativeness).
Q157
Clinical Psychology & Psychological DisordersFive-Factor Model (Neuroticism & BPD)
The Five-Factor model personality dimension of neuroticism is associated with
💡Correct Answer: Option A (Borderline personality disorder)
High Neuroticism (affective instability, emotional reactivity, intense anxiety, depression) is the core personality trait underlying Borderline Personality Disorder (BPD).
Q158
Domestic & Industrial Electrical AppliancesFuzzy Logic in Modern Appliances
What is the primary function of the Fuzzy Inference Unit (FIU) in a fuzzy controller used in a washing machine?
💡Correct Answer: Option C (To apply fuzzy logic rules for decision-making based on input conditions)
The Fuzzy Inference Unit (FIU) processes fuzzified input sensor variables (such as load weight, fabric type, dirt level) by evaluating IF-THEN linguistic fuzzy rules to determine optimal wash duration, water level, and spin speed.
Q159
Induction Motors (3-Phase & Single-Phase)Operating Modes of Induction Motor
Match the operating modes in 3-phase induction motor with their Features:
| Operating Modes | Features | | :--- | :--- | | i) Motoring Mode | 3) Speed is less than synchronous speed, torque varies from zero to full load as slip varies (0 < s < 1) | | ii) Generating Mode | 1) Rotor speed exceeds synchronous speed, slip and torque are negative (s < 0) | | iii) Braking Mode | 2) Supply phase sequence reversed (plugging) to rotate in reverse direction (s > 1) |
Choose the correct option:
💡Correct Answer: Option D (i-3, ii-1, iii-2)
Matching: i) Motoring Mode = 0<N<Ns (0<s<1) (3); ii) Generating Mode = N>Ns (s<0) driven by prime mover (1); iii) Braking / Plugging Mode = phase sequence swapped, rotor driven against field (s>1) (2). Code: i-3, ii-1, iii-2.
Q160
Database Management Systems (DBMS) & SQLRelational Data Model
Which of the following is a property of the relational database model?
💡Correct Answer: Option C (Data is organized in tuples and attributes)
In the relational model (RDBMS), data is logically represented as relations (tables) composed of tuples (rows/records) and attributes (columns/fields).
Q161
Web Technologies & Internet ProtocolsTCP/IP Model Layers
In the TCP/IP model, which layer is responsible for process-to-process communication?
💡Correct Answer: Option B (Transport Layer)
The Transport Layer (TCP/UDP) utilizes port numbers to provide end-to-end process-to-process communication between software applications running on distinct network hosts.
Q162
Web Technologies & Internet ProtocolsOSI Reference Model Layers
Which layer of the OSI model is responsible for ensuring reliable data transfer?
💡Correct Answer: Option B (Transport Layer)
The Transport Layer (Layer 4) provides end-to-end error recovery, flow control, acknowledgment mechanisms, and ensures reliable complete data delivery between source and destination endpoints.
Q163
Software Engineering & SDLCSDLC Models
Which of the following models is not a part of software development life cycle (SDLC)?
💡Correct Answer: Option D (Assembly Line Model)
Waterfall, Spiral, Agile, RAD, V-Model, and Prototype are established SDLC models. 'Assembly Line Model' is an industrial manufacturing concept, not an SDLC process model.
Q164
Software Engineering & SDLCWaterfall Model Limitations
What is the main drawback of the Waterfall Model?
💡Correct Answer: Option B (Changes are difficult to accommodate in later stages)
The principal drawback of the linear-sequential Waterfall model is its extreme inflexibility: accommodating requirement changes or correcting architectural flaws in later testing/maintenance phases is exceedingly costly and difficult.
Q165
Radiation Safety & Regulatory NormsLinear Non-Threshold (LNT) Model
The currently accepted model of radiation dose vs effect used by regulatory agencies in determining dose standard is:
💡Correct Answer: Option B (Linear without threshold)
Radiation protection regulatory agencies (ICRP, NCRP, AERB) standardly adopt the Linear Non-Threshold (LNT / Linear without threshold) model for stochastic radiation risk assessment (cancer induction and genetic mutations).
About Statistics & Demography Questions for JKSSB & JKPSC
Practice authentic Statistics & Demography questions asked in official JKSSB, JKPSC, and JK Police examinations. This comprehensive deck includes 165 solved MCQs from 38 different recruitment cycles with verified solutions.
Regular practice with these solved MCQs will help you master the exam pattern, improve problem-solving speed, and boost your score in upcoming Jammu & Kashmir government competitive exams.