📈Statistics & DemographyStatistics

Primary & Secondary Data, Measures of Central Tendency (Mean, Median, Mode), Measures of Dispersion, Index Numbers, Probability, and Indian Demography / Census.

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165Solved MCQs
38Official Exams
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🏛️Appeared in 38 Official Examinations
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📝 Solved Statistics & Demography Questions (165)

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Mode: Interactive Practice (Click any option to test yourself)
Q1
🧾 AccountsDemography

The population growth rate means:

Q2
🔢 MathStatistics

Secondary data is primarily sourced from:

Q3
🔢 MathStatistics

What is an example of a primary data collection method?

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?

Q5
🔢 MathStatistics

Which of the following statements regarding tabulation is FALSE?

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

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?

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?

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?

Q10
🔢 MathStatistics

One of the key features of the census is:

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?

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.

Q13
🔢 MathStatistics

The English word "Statistics" is derived from

i. Latin word "Status"
ii. Italian word "Statista"
iii. German word "Statistik"

Q14
🔢 MathStatistics

Which of the following is NOT a characteristic of data?

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:

Q16
🔢 MathStatistics

Which of the following is a positional average?

Q17
🔢 MathStatistics

Marks obtained by 9 students in mathematics as 52, 75, 40, 70, 43, 40, 65, 35, 48. The arithmetic mean is:

Q18
🔢 MathStatistics

Which of the following is considered as the highest level of measurement?

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

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

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.

Q22
🔢 MathStatistics

Which of the following are categorical variable?

i. Age of a person
ii. Gender of a person
iii. Race of a person

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

Q24
🔢 MathStatistics

Which of the following are Non sampling statistical errors?

i. Coverage error
ii. Non-response error
iii. Response error

Q25
🔢 MathStatistics

What is the value with the most instances or occurrences in the list called?

Q26
🔢 MathSampling

What is random sampling?

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?

Q28
🔢 MathStatistics

The simplest measurement of central tendency is

Q29
🔢 MathStatistics

______ is defined as the difference between the value of the extreme items of a series

Q30
🔢 MathStatistics

If 35 is removed from the data, 30, 34, 35, 36, 37, 38, 39, 40 then the median increased by

Q31
🔢 MathProbability

In a simultaneous throw of two dice, what is the probability of getting a total of 10 or 11?

Q32
🔢 MathProbability

Two unbiased coins are tossed. What's the probability of having access to at most one head?

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

Q34
🔢 MathStatistics

The relation between mean, median and mode in a moderately skewed distribution is

Q35
🔢 MathStatistics

Which of the following correctly describes F 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

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?

Q38
🔢 MathStatistics

What is the variance of a constant 'x'?

Q39
🔢 MathStatistics

Find the median of 4, 5, 6, 3, 2, 6, 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?

Q41
🔢 MathProbability

The second law of probability, the addition rule is used for which of the following events?

Q42
🔢 MathSampling Methods

What is systemic sampling?

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?

Q44
🧬 BiologyPopulation Genetics

The minimum allele frequency for a sample size of 326 individuals is

Q45
🔢 MathStatistics

What is the median of the following set of numbers?
10, 15, 8, 20, 12

Q46
🔢 MathStatistics

If the variance of the dataset is zero, what can be said about the values in the dataset?

Q47
🔢 MathStatistics

Measures of central tendency are:

Q48
🔢 MathStatistics

The ________ of a sample is the middle value when the data are arranged in ascending or descending rank order.

Q49
🔢 MathProbability

A table with all possible value of a random variable and its corresponding probabilities is called

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?

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?

Q52
🔢 MathStatistics

If the mean length of hair samples is 10 cm, and the standard deviation is 2 cm, what is the variation coefficient?

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?

Q54
📜 HistoryModern Indian History

'Do or Die' (Karenge ya Marenge) Gandhiji gave this Mantra to the nation on the eve of which mass movement?

Q55
🗺️ GeographyCensus of India 2011

According to Census of India 2011 which one of the following Union Territories had the highest sex ratio?

Q56
📜 HistoryModern Indian History

The first newspaper published in India was

Q57
📜 HistoryModern Indian History

In which year was English announced as the official language of the Government throughout India?

Q58
📜 HistoryModern Indian History

Who composed the famous song 'Sare Jahan Se Achha'?

Q59
📜 HistoryModern Indian History

Who among the following is the founder of the Theosophical Society?

Q60
📜 HistoryModern Indian History

The Third Battle of Panipat was fought between which of the following?

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

Q62
🏗️ Environmental EngineeringPopulation Equivalent & BOD

If the average sewage for a city is 80×106 l/day80\times10^{6}\text{ l/day} and the average 5 day BOD is 300 mg/l300\text{ mg/l} against a standard of 60 mg/day60\text{ mg/day} (or 60 g/capita-day60\text{ g/capita-day}) at 20C20^\circ\text{C}, then the population equivalent of the city will be.

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:

Q64
🌿 Environmental Science & EcologyEnvironmental Modeling Tools

Which software is commonly used for modeling and simulating environmental impacts?

Q65
🌿 Environmental Science & EcologyPlume Dispersion Behavior: Coning

Coning is observed when:

Q66
🌿 Environmental Science & EcologyNAAQS Air Quality Sampling Protocol

Annual average for air pollution means total of........ measurements in a year.

Q67
🌍 General KnowledgeCensus 2011 Demographics

According to the Census of India 2011 which of the following Union Territory had the highest sex ratio?

Q68
📜 Indian Polity & ConstitutionElection Commission & Model Code of Conduct

Who implements the Model Code of Conduct for elections in India?

Q69
💻 Computer KnowledgeNetworking Hardware: Modem

Which of the following devices is used to transmit data over the telecommunication lines?

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=13t_o=5, t_m=10, t_p=13
Q: to=6,tm=9,tp=12t_o=6, t_m=9, t_p=12
R: to=5,tm=10,tp=14t_o=5, t_m=10, t_p=14
S: to=4,tm=10,tp=13t_o=4, t_m=10, t_p=13
Which one of the contractors is more certain about completing the work in time:

Q71
📜 Modern Indian HistoryIndian National Movement: Rowlatt Act

With which of the following is the comment 'no vakil, no appeal, no dalil' associated?

Q72
🗺️ Geography & DemographicsCensus 2011 Data

As per the 2011 Census, which is the least populated state in India?

Q73
💻 Computer KnowledgeNetworking: OSI 7-Layer Model

Total number of layers in OSI model is

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:

Q75
🗺️ Geography & DemographicsCensus 2011 Data

According to the census of 2011, which state has the least population in India?

Q76
🏛️ Indian Polity & GovernanceCensus Organization in India

In India, which organization conducts the decennial census?

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

Q78
📜 Modern Indian HistoryChamparan Satyagraha 1917

After returning from South Africa, Gandhiji launched his first successful Satyagraha in

Q79
🧮 Quantitative AptitudeProbability

A dice is thrown. What is the probability that the number shown on the dice is not divisible by 3?

Q80
📜 Modern Indian HistoryPartition of Bengal (1905)

The partition of Bengal took place in which year?

Q81
📜 Modern Indian HistoryNon-Cooperation and Khilafat Movements

Which of the following movement was combined with the Non-Cooperation movement in 1920?

Q82
👥 Indian DemographicsCensus 2011: State Literacy Rates

As per the 2011 census, which among the following states has the highest literacy rate?

Q83
🧮 Quantitative AptitudeProbability & Combinatorics

Three squares of a chess board are chosen at random, the probability that two are of one colour, and one of another is

Q84
📜 Modern Indian HistoryAnnulment of Partition of Bengal (1911)

Who among the following annulled the Partition of Bengal?

Q85
📜 Modern Indian HistoryIndian National Movement Chronology

With reference to Indian freedom struggle, which one among the following event occur earliest?

Q86
📜 Modern Indian History & PolityIndian Independence Act 1947

Which of the following is a feature of the Indian Independence Act, 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?

Q88
📜 Modern Indian HistoryBattle of Plassey (1757)

The Battle of Plassey was fought in

Q89
📜 Modern Indian HistoryEconomic Nationalism & Drain of Wealth

The theory of economic drain of India during British imperialism was propounded by

Q90
🧮 Quantitative AptitudeProbability

In a single throw of a die, what is the probability of getting a number greater than 4?

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?

Q92
📜 Modern Indian HistoryPartition of Bengal (1905)

When was the partition of Bengal announced?

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

Q94
📜 Modern Indian HistoryQuit India Movement 1942

Which session of the Indian National Congress passed the resolution for the Quit India Movement?

Q95
📜 Modern Indian HistoryFormation of All-India Muslim League (1906)

When was the All-India Muslim League established?

Q96
👥 Indian Demographics & CensusCensus Methodology & Data Collection

Which of the following information is NOT collected during the census in India?

Q97
👥 Indian DemographicsCensus of India 2011

Last census of India was conducted in

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

Q99
💻 Computer KnowledgeNetworking Devices: Modem

What is the primary function of a modem?

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:

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?

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?

Q103
💻 Computer Knowledge: NetworkingNetwork Hardware: Modem

Which of the following devices converts computer output data into an analog form that can be transmitted over a telephone line?

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

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

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

Q107
📜 Modern Indian HistorySocial Reforms: Abolition of Sati (1829)

Name the Governor General who abolished 'Sati' in 1829.

Q108
🧮 Quantitative AptitudePercentages & Expenditure Invariance

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?

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%-0.31\%?

Q110
📊 Indian Demography & CensusFirst Census of India (1872)

When was the first synchronous/non-synchronous census held in India?

Q111
📜 Modern Indian HistoryHome Rule Movement (1916)

Dr. Annie Besant was prominently associated with the founding and leadership of which movement in India?

Q112
📊 Demography & Social TheoryMalthusian Theory of Population

Who wrote the landmark demography treatise "An Essay on the Principle of Population" in 1798?

Q113
📊 Social Indicators & DemographyHuman Development: Literacy Rate

Which of the following demographic indicators is primarily used to measure the educational attainment within a society?

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

Q115
📊 Census of India 2011Literacy Statistics across States

Which state in India recorded the lowest literacy rate (61.80%61.80\%) as per the 2011 Census?

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?

Q117
💻 Digital Media & GraphicsColor Models: RGB

In computer graphics, digital imaging, and video displays, the acronym 'RGB' stands for

Q118
🧮 Quantitative AptitudeProbability: Ball Selection

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.

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.

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?

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?

Q122
🔬 Physics & Modern ScienceEinstein's Theory of Relativity

Who formulated the revolutionary Special and General Theories of Relativity in modern physics?

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.

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?

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?

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)?

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'?

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?

Q129
Statistics & DemographyCumulative Frequency & Histograms

The histogram below shows the time taken by workers to complete a task:

| Time interval (hours) | Number of workers |
| :--- | :--- |
| 1-2 | 3 |
| 2-3 | 7 |
| 3-4 | 12 |
| 4-5 | 10 |
| 5-6 | 8 |

What is the cumulative frequency of workers completing the task in less than 5 hours?

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)

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?

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?

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?

Q134
Quantitative Aptitude & Basic MathematicsProbability

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?

Q135
Quantitative Aptitude & Basic MathematicsProbability

A coin is tossed 4 times. What is the probability of getting exactly 3 heads?

Q136
Quantitative Aptitude & Basic MathematicsProbability

A die is rolled twice. What is the probability of getting a sum of 9?

Q137
Quantitative Aptitude & Basic MathematicsProbability

A card is drawn from a deck of 52 cards. What is the probability of getting a face (joker, queen, king) card?

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?

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:

Q140
Statistics & DemographyHypothesis Testing & Statistical Power

What is 1 - beta in hypothesis testing?

Q141
Statistics & DemographyHypothesis Testing & Alpha Errors

Type I error in statistical inference refer to

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:

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?

Q144
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?

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?

Q146
Statistics & DemographyResearch Designs & Control

Match the Experimental Design with its Control:

| 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?

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?

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?

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?

Q150
Statistics & DemographyPower Analysis & Sample Size

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:

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:

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:

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:

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:

Q155
Statistics & Demographyt-Test & Significance Levels

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:

Q156
Clinical Psychology & Psychological DisordersFive-Factor Model & Personality Pathology

Which of the Big-Five personality dimension is strongly associated with antisocial personality disorder?

Q157
Clinical Psychology & Psychological DisordersFive-Factor Model (Neuroticism & BPD)

The Five-Factor model personality dimension of neuroticism is associated with

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?

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:

Q160
Database Management Systems (DBMS) & SQLRelational Data Model

Which of the following is a property of the relational database model?

Q161
Web Technologies & Internet ProtocolsTCP/IP Model Layers

In the TCP/IP model, which layer is responsible for process-to-process communication?

Q162
Web Technologies & Internet ProtocolsOSI Reference Model Layers

Which layer of the OSI model is responsible for ensuring reliable data transfer?

Q163
Software Engineering & SDLCSDLC Models

Which of the following models is not a part of software development life cycle (SDLC)?

Q164
Software Engineering & SDLCWaterfall Model Limitations

What is the main drawback of the Waterfall Model?

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:

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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.