# Download Statistics and research methods 2018&2020 - AEX411 Past Question PDF

Statistics and research methods 2018&2020 past question for the year 2020 examines 400-level Agriculture and Veterinary Medicine students of FUTO, offering AEX411 course on their knowledge of Statistics method, research methods, hypothesis, directional hypothesis, non directional hypothesis, degree freedom, scientific method, scientific investigation, research problems, sample design, sampling frame, sampling, probability sampling, data collection, quantitative data, qualitative data, research design

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## Past Questions related to Statistics and research methods 2018&2020

Year: 2017

School: Federal University of Technology, Owerri

Department: Agriculture and Veterinary Medicine

Course Code: AEC413

Topics: Inferential statistics, directional hypothesis, non directional hypothesis, research methodology, hypothesis testing, structured questionnaire, unstructured questionnaire, data, inductive statistics, deductive statistics, sampling unit, sampling frame, research sampling errors

Year: 2019

School: Federal University of Technology, Owerri

Department: Agriculture and Veterinary Medicine

Course Code: AEX411

Topics: research problem, quantitative analysis, statistical analysis

Year: 2020

School: Federal University of Technology, Owerri

Department: Agriculture and Veterinary Medicine

Course Code: AEC411

Topics: Operation research methods, allocation problem, quantitative techniques, feasible solution, feasible region, total inventory cost, total cost shortage, traffic density, north west corner method

Year: 2020

School: Federal University of Technology, Owerri

Department: Agriculture and Veterinary Medicine

Course Code: AGR303

Topics: Agricultural genetics, biotechnology, qualitative traits, quantitative traits, alleles, genetic engineering, genetics linkage, insemination, linkage analysis, Hardy Weinberg equation, genetic linkage, genes, inheritance

Year: 2020

School: Federal University of Technology, Owerri

Department: Agriculture and Veterinary Medicine

Course Code: AST401

Topics: Quantitative genetics, hereditary genetics, mendelian theorem, genetic materials, gene, alleles, introns, genotype

Year: 2021

School: Air Force Institute of Technology

Department: Administration, Social and Management science

Course Code: BUS204

Topics: Business statistics, Probability sampling, non-probability sampling, chi square test, probability distribution, regression, time series analysis, trend analysis

Year: 2018

School: Federal University of Technology, Owerri

Department: Agriculture and Veterinary Medicine

Course Code: AGR304

Topics: statistics, biometry, regression, dispersion, frequency distribution, analysis of variance

Year: 2019

School: Federal University of Technology, Owerri

Department: Engineering

Course Code: FST532

Topics: Food sensory evaluation, sensory evaluation methods, quantitative descriptive analysis, Food sensory profile methods, Food descriptive sensory methods, Food electronic tongue sensory evaluation, Food qualitative sensory analysis, Food analytical sensory evaluation methods, facial reading techniques

Year: 2021

School: Air Force Institute of Technology

Department: Administration, Social and Management science

Course Code: ACC312

Topics: Research Methodology, Research, Hypothesis, Population research, Sample research, sampling

Year: 2020

School: Federal University of Technology, Owerri

Department: Engineering

Course Code: FST407

Topics: Food quality management, null hypothesis, alternative hypothesis, Analysis of variance, ANOVA, food quality control authority, food quality control, food quality assurance, control chart, quality control chart, process variation, process predictability, sampling, variable data, attribute data, X-bar charts, R-chart, P-charts

Year: 2018

School: Federal University of Technology, Owerri

Department: Science and Technology

Course Code: STA211

Topics: probability, frequency, data plane, scattergram, area plot, histogram, class boundaries, regression, skewness

Year: 2020

School: Federal University of Technology, Owerri

Department: Engineering

Course Code: PTE407

Topics: Non-woven fabric technology, needle punching method, needle bonded fabrics, spun-laced webs, fibre packing density, non-woven fabric reinforcement technique, parallel-laid web formation, cross-laid web formation, random web formation, non-woven technology, Bale opener operation, thermal bonding, chemical bonding, hydro entanglement, stitch bonding, mat production

Year: 2019

School: Federal University of Technology, Owerri

Department: Engineering

Course Code: PTE202

Topics: polymer engineering, textile engineering, polymer, polymerization, heterochain polymer, polymerization degree, thermoplastic, thermosets, step growth polymerization, chain growth polymerization, copolymerizatuon, styrene, acrylonitrile, polybutadiene, initiation, propagation, termination, speed frame, textile fabrics, technical fibre, ultimate fibre, filaments

Year: 2020

School: Federal University of Technology, Owerri

Department: Engineering

Course Code: ACE401

Topics: Soil mechanics, soil foundation, cement stabilization, theoretical maximum dry density, soil stabilization, quicksand, site investigation, site reconnaissance, ground investigation, dewatering, flow net, piping

### Books related to Statistics and research methods 2018&2020

Author: AGR NOUN

School: National Open University of Nigeria

Department: Agriculture and Veterinary Medicine

Course Code: AGR305

Topics: Animal Production Analytical Techniques, Experimental Error, Sampling Techniques, Systematic Error, random error, Accuracy, Precision, Calculating Experimental Error, sampling techniques, Representative Sampling, Probability Sampling, Random Number Sampling, sample frame, Systematic Random Sampling, Stratified Sampling, Experimental Design, Randomisation, Completely Randomised Designs, Randomised Complete Block Design, Factorial Design, Split Block Design, Nested Design, statistics, Descriptive Statistics, Inferential Statistics, Data Collection, data Presentation, Central Tendencies, Arithmetic Means, median, Correlation, Scatter Graph, Correlation Coefficient, Spearman’s Rank Correlation Coefficient, Regression Analysis, Classical Probability, probability theory, Probability Laws, Hypothesis Testing, Chi-Square Distribution, Proximate Analysis, Qualitative Analysis

Author: Umeshkumar Dubey, DP Kothari, GK Awari

School: Modibbo Adama University of Technology

Department: Administration, Social and Management science

Course Code: MM307

Topics: Quantitative Decision Making, Quantitative Techniques, data collection, statistical methods, Quantitative Methods.Arranging Data, published data, unplublished data, primary data, Data Presentation Devices, Frequency Distribution, graphs, histogram, frequency polygon, frequency curve, Cumulative Frequency Distribution, Skewness, Kurtosis, Measures of Central Tendency, Arithmetic Mean, median, quantile, mode, variation, range, mean deviation, average deviation, standard deviation, variance, Bienayme–Chebyshev Rule, Probability Theory, Probability, Probability Rules, Conditional Probability, Set Theory, Venn Diagram, Statistical Decision Theory, Decision Theory, determinants, Business Decision Theory, Stochastic Business Situation, Linear Programming, Linear Programming Problem, Sampling Theory, Sampling Methods, sampling, Simple Random Sampling, Stratified Random Sampling, Systematic Random Sampling, Quasi-Random Sampling, Interval Sampling, Cluster Sampling, Multi-Stage Random Sampling, area sampling, quota sampling, error, Hypothesis Testing, Probability Distributions, Binomial Distribution, Poisson Distribution, Normal Probability Distribution, t-Test, Chi-Square Test, Business Forecasting, Correlation Analysis.Correlation, Regression Analysis, Regression, Least-Squares Method, Standard Error of Estimate, Multiple Regressions, Time Series Analysis, Seasonal Variations, Cyclical Variations, business cycle, Irregular Variations, Random Movements, Unpredictable Movements, Erratic Variations, Accidental Variations, Research Methodology, Research Approach

Author: Lawrence Neuman

School: National Open University of Nigeria

Department: Administration, Social and Management science

Course Code: FMS431

Topics: Social research methods, Social research, theory, research, Methodology, literature review, ethical studies, research design, research design strategies, Qualitative Measurement, Quantitative Measurement, Qualitative Sampling, Quantitative Sampling, Experimental Research, Survey Research, Nonreactive Research, Secondary Analysis, Quantitative Data analysis, Field Research, Focus Group Research, Qualitative Data analysis, Social Research politics, research report writing

School: National Open University of Nigeria

Department: Agriculture and Veterinary Medicine

Course Code: AEM772

Topics: Statistics, Research Methods, research problem selection, research problem formulation, developing hypothesis, variables identification, research design, questionnaire design, data collection methods, Statistical Theory, data presentation, report writing, Hypothesis Testing, errors

Author: Larry Christensen, Burke Johnson, Lisa Turner

School: National Open University of Nigeria

Department: Administration, Social and Management science

Course Code: FMS431

Topics: Research Methods, scientific research, Research Approaches, Data Collection Methods, planning Research Study, Hypothesis Formulation, research ideas, scientific research ethics, Measurement Techniques, Sampling Methods, Research Validity, experimental methods, Experimental Research, research design, Quasi-Experimental Design, single-case design, Survey Research, Qualitative Research, Mixed Methods Research, Analyzing data, Interpreting Data, Summarizing Research Data-Descriptive Statistics, Inferential Statistics, research report, Preparing Research Report, Publishing Research Report

Author: Denise Polit, Cheryl Tatano Beck

Department: Medical, Pharmaceutical and Health science

Course Code: NSG318

Topics: Nursing research, Evidence-Based Nursing, Qualitative Research, Quantitative Research, Nursing Study, Quantitative Research Design, Quantitative Research, data collection, sampling, measurement, data quality, Descriptive Statistics, Inferential Statistics, Multivariate Statistics, Quantitative Data Analysis, Quantitative Results, Qualitative Research Design, Qualitative Data Analysis, Feasibility Assessments, Pilot Tests, Writing Proposals, Disseminating Evidence, Reporting Research Findings, Research Evidence, Meta-Analysis, Metasynthesis, Mixed Studies Review

School: National Open University of Nigeria

Department: Agriculture and Veterinary Medicine

Course Code: AEM501

Topics: Statistics, Research Methods, research problem formulation, research design, Questionnaire Design, Measurement, Data Collection Methods, Sampling, Statistical Tools, Data Presentation, Report Writing

Author: GN Akpa

School: National Open University of Nigeria

Department: Agriculture and Veterinary Medicine

Course Code: AGR501

Topics: Statistics, Research Methodology, Research Problem, Research Hypothesis, Hypothesis Testing procedure, research design, Experimental Design, primary data collection, secondary data collection, Constructing Questionnaire, measurement, Data Collection Techniques, Statistical Theory, Sampling Distribution, Central Limit, Sampling Theory, Parametric Tests, z-test

Author: Michael Quinn Patton

Department: Medical, Pharmaceutical and Health science

Course Code: NSG318

Topics: Qualitative Research, Evaluation Methods, Framing Qualitative Inquiry, Qualitative Inquiry, Qualitative Designs, Data Collection, Designing Qualitative Studies, Qualitative Studies, Fieldwork Strategies, Observation Methods, Qualitative Interviewing, Qualitative analysis, Qualitative interpretation, Qualitative reporting

Author: Durojaye Oyedolapo

School: National Open University of Nigeria

Department: Administration, Social and Management science

Course Code: PCR312

Topics: Peace Research Methods, research foundation, social research, Research Proposal, Research Project Report, data, Questionnaire, interview, Focus Group Discussion, Observation, Indirect Research Tools, Library, Research, Referencing Styles, good research components, Qualitative Research, Quantitative Research, Qualitative Data Collation, Qualitative Data Analysis, Quantitative Data Analysis, Conflict Analysis

Author: Charles Ogbulogo

School: National Open University of Nigeria

Department: Arts and Humanities

Course Code: ENG311

Topics: Research Methods, ecology of research, Approaches to Research, research topics source, Nature of Research Problems, Research Background, academic research components, research objectives, Hypotheses, Research Questions, research design, Qualitative Research Designs, qualitative research methods, Quantitative Research Design Library/Desk Research, Survey, Experimental Designs, Statistical Data Collection, Statistical Tools, Documentation, Referencing, Modern Language Association, American Psychological Association, Observation, Hypotheses Testing, Theory Construction, New Hypothesis, Ex-Post Facto Research, Action Research, Historical Research, case studies

Author: AA Sodipo, VC Onyeze

Department: Science and Technology

Course Code: STA324

Topics: Survey Methods, Sampling Theory, Sample Survey, Probability sampling, non-Probability sampling, Simple Random Sampling, Random Sampling, Non-Random Sampling, Population Proportion, Confidence Limit, Systematic Sampling, Stratified Random Sampling, Ratio, Regression Estimation, Non-Sampling Error, response error

Author: Mohammed Abba, Ishaku Ahmed Adamu

School: Modibbo Adama University of Technology

Department: Administration, Social and Management science

Course Code: AC205

Topics: Statistical Inquiries, data collection, sample, sampling method, Probability Sampling, Non-probability Sampling, population, measurement, parameter, variables, Descriptive Statistics, Inferential Statistics, Quantitative Data, Qualitative Data, 3.1 Frequency Distribution, Graph, box plot, 5-number summary, sigma notation, arithemetic mean, skewness, mean, median, mode, Probability, Independent Events, Mutually Exclusive Events, Contingency Tables, Probability Trees, counting permutation, Discrete Random Variables, random variable notation, binomial distribution, geometric distribution, Poisson distribution, hypothesis testing, statistical testing, linear regression, linear correlation, correlation coefficient, linear equation, regression equation, index number, research method, confidential interval, chi-square distribution, forecasting, time series

Author: John Freund, Benjamin Perles

Department: Science and Technology

Course Code: STA121

Topics: statistics, summarizing data, listing, grouping, Numerical data, Stem-and-Leaf Displays, frequency distribution, graphical presentations, Summarizing Two-Variable Data, population, sample, mean, weighted mean, median, mode, grouped data, measures of variation, range, standard deviation, variance, posibility, probability, counting, permutation, combination, sample spaces, events, odds, conditional probability, multiplication rules, Bayes theorem, Mathematical Expectation, expectation, decision, decision making, Statistical Decision Problems, Random Variable, probability distributions, binomial distributions, hypergeometric distributions, Poisson distribution, Multinomial distribution, Mean of a Probability Distribution, Standard Deviation of a Probability Distribution, normal distribution, Continuous Distributions, sampling, random sampling, sample designs, systematic sampling, stratified sampling, cluster sampling, sampling distribuions, central limit theorem, estimation, Tests of Hypotheses, Significance Tests, One-Way Analysis of Variance, analysis of variance, Multiple Comparisons, Two-Way Analysis of Variance, Design of Experiments, Design of Experiments, regression, Curve Fitting, Regression Analysis, Multiple Regression, Nonlinear Regression, Coefficient of Correlation, correlation, Correlation Analysis, Multiple Correlation, Partial Correlation, Nonparametric tests, sign test, signed-rank test, U test, H test, Tests of Randomness, Rank Correlation

Author: Steven Thompson

Department: Science and Technology

Course Code: STA351

Topics: Sampling, Sampling Units, Sampling errors, Nonsampling Errors, Simple Random Sampling, Confidence Intervals, Sample Size, Estimating Proportions, Estimating Ratios, Estimating Subpopulation Means, Unequal Probability Sampling, Horvitz-Thompson Estimator, Hansen–Hurwitz Estimator, Auxiliary Data, Ratio Estimation, Ratio Estimator, Small Population Illustrating Bias, Regression Estimation, Linear Regression Estimator, regression model, Multiple Regression Models, Regression Models, Stratified Sampling, Stratified Random Sampling, Cluster Sampling, Systematic Sampling, Multistage Designs, Double Sampling, Two-Phase Sampling, Network Sampling, Link-Tracing Designs, Detectability, Capture–Recapture Sampling, Line-Intercept Sampling, spatial sampling, Spatial Prediction, Kriging, Spatial Covariance Function, Spatial Designs, Adaptive Sampling Designs, Adaptive Sampling, Adaptive Cluster Sampling, Stratified Adaptive Cluster Sampling

Author: CR Kothari

School: Federal University of Technology, Owerri

Department: Engineering

Course Code: ABE401

Topics: Research methodology, research, research methods, research process, research problem, research design, sampling design, census, sample survey, measurement, scaling techniques, scaling, scaling construction techniques, data collection, observation method, case study method, measures of central tendency, measures of dispersion, measures of asymmetry, skewness, simple regression, regression analysis, multiple correlation, regression, partial correlation, sampling, sampling distributions, central limit theorem, sampling theorem, Sandler's A-test, estimation, sample size, hypothesis, hypothesis testing, Chi-square test, Yates correction, ANOVA, analysis of variance and co-variance, ANOVA technique, analysis of Co-variance, ANOCOVA, nonparametric test, distribution free test

Author: Mariann Harding, Jeffrey Kwong, Dottie Roberts, Debra Hagler, Courtney Reinisch

Department: Medical, Pharmaceutical and Health science

Course Code: NSG217

Topics: Professional Nursing, Nursing Practice, Health Equity, Culturally Competent Care, Health History, Physical Examination, Patient, Caregiver Teaching, Chronic Illness, Older Adults, Stress Management, Sleep, Sleep Disorders, pain, Palliative Care, End-of-Life Care, Substance Use Disorders, Inflammation, Healing, genetics, Immune Response, Transplantation, infection, cancer, Fluid Imbalance, Electrolyte Imbalance, Acid-Base Imbalance, Homeostasis, Perioperative Care, Intraoperative Care, Postoperative Care, Altered Sensory Input, Visual Problems, auditory problems, Integumentary System, Integumentary Problems, burns, Oxygenation, Ventilation, Respiratory System, Upper Respiratory Problems, Lower Respiratory Problems, Obstructive Pulmonary Diseases, Hematologic System, Hematologic Problems, Cardiovascular System, perfusion, hypertension, Coronary Artery Disease, Acute Coronary Syndrome, heart failure, Dysrhythmias, Inflammatory Disorders, Structural Heart, Disorders, Vascular Disorders, Gastrointestinal System, Nutritional Problems, obesity, Upper Gastrointestinal Problems, Lower Gastrointestinal Problems, Liver, Biliary Tract, Pancreas, Urinary Function, Urinary System, Renal Problems, Urologic Problems, Acute Kidney Injury, Chronic Kidney Disease, Endocrine System, Diabetes Mellitus, Endocrine Problems, Reproductive System, Breast Disorders, Sexually Transmitted Infections, Female Reproductive Problems, Male Reproductive Problems, Nervous System, Acute Intracranial Problems, stroke, Chronic Neurologic Problems, dementia, delirium, Spinal Cord Problems, Peripheral Nerve Problems, Musculoskeletal System, Musculoskeletal Trauma, Orthopedic Surgery, Musculoskeletal Problems, Arthritis, Connective Tissue Diseases, Critical Care, Shock, Sepsis, Multiple Organ Dysfunction Syndrome, Acute Respiratory Failure, Acute Respiratory Distress Syndrome, Emergency Nursing, Disaster Nursing, Nursing

School: National Open University of Nigeria

Department: Agriculture and Veterinary Medicine

Course Code: AGR302

Topics: Agricultural Statistics, Data Processing, population, sample, frequency distribution, measures of variation, measures of location, probability, probability distributions, Descriptive Statistics, sampling, data collection, data processing techniques, inference, hypothesis testing, variance analysis, Correlation analysis, regression analysis, Covariance analysis, goodness of fit, Chi-Square Test, Field experimentation

Author: Ema Bell, Alan Bryman, Bill Harley

School: University of Ilorin

Department: Science and Technology

Course Code: ICS321

Topics: Business research methods, business research strategy, research designs, quantitative research, qualitative research, qualitative data analysis, Computer-assisted qualitative data analysis, mixed method research

Author: Augustine Nduka Eneanya

School: National Open University of Nigeria

Department: Administration, Social and Management science

Course Code: POL301

Topics: Research Methods, Political Science Research, Research Project, Writing Research Proposal, Formulating Hypothesis, Testing Hypothesis, Data Collection Methods, research designs, Sample, Sampling Techniques, Research Instruments, Literature Review, Theoretical Framework, Political Data Analysis, Quantitative Data Analysis, Qualitative Data Analysis, Writing Research Report