Hypothesis Testing Books
Author: Michael de Smith
School: University of Ibadan
Department: Science and Technology
Course Code: STA231, STA322, STA351, STA415
Topics: Statistical Analysis, statistical data, statistical method, sampling, sample size, data preparation, data cleaning, missing data, data errors, statistical error, probability theory, odds, risk, frequentist probability theory, Bayesian probability theory, probability distribution, statistical modelling, computational statistics, inference, bias, confounding, hypothesis testing, statistical significance, confidence intervals, Non-parametric analysis, descriptive statistics, measures of central tendency, statistical indices, key functions, matrix, data transformation, data standardization, Box-cox, power transforms, Freeman-turkey transform, log transform, exponential transforms, logit transform, Normal transform, Z-transform, data exploration, graphic, visualization, exploratory data analysis, randomness, randomization, random numbers, random permutations, correlation, autocorrelation, probability distributions, eestimations, estimators, Maximum likelihood estimation, Bayesian estimation, z-test, T-test, variance test, contigency tables, randomized block designs, factorial designs, Analysis of variance, Analysis of covariance, ANOVA, MANOVA, ANCOVA, regression, smoothing, time series analysis
Statistical Methods in Agriculture and Experimental Biology ,2nd edition
Author: Mead, RN Curnow, AM Hasted
School: University of Ibadan
Department: Science and Technology
Course Code: STA351
Topics: Probability, distributions, Estimation, hypothesis testing, random variation, randomized block design, Latin square designs, factorial treatment structure, Linear regression, Variance homogeneity, linear relationships, Linear models, non-Linear models, analysis of proportions, experimental measurements, experimental measurements analysis, Sampling finite populations, Experimental Biology, Agricultural Statistical Methods
Introduction to Mathematical Statistics ,8th edition
Author: Robert Hogg, Joseph McKean, Allen Craig
School: Federal University of Agriculture, Abeokuta
Department: Science and Technology
Course Code: STS213
Topics: Statistics, Probability, Distributions, Multivariate Distributions, statistical inference, consistency, limiting distributions, maximum likelihood methods, sufficiency, optimal test of hypotheses, nonparametric statistics, robust statistics, Bayesian statistics, conditional probability, random variables, correlation coefficient, binomial distribution, Poisson distribution, Normal distribution, Multivariate normal distribution, sampling, confidence intervals, hypothesis testing, central limit theorem, maximum likelihood estimation, sequential probability ratio test, likelihood ratio test, sample median, signed-rank Wilcoxon, Mann–Whitney–Wilcoxon Procedure, Simple Linear Model, Bayesian Procedures
Introduction to Mathematical Statistics ,7th edition Instructor’s Solutions manual
Author: Allen Craig, Robert Hogg, Joseph McKean
School: Federal University of Agriculture, Abeokuta
Department: Science and Technology
Course Code: STS213
Topics: Statistics, Probability, Distributions, Multivariate Distributions, statistical inference, consistency, limiting distributions, maximum likelihood methods, sufficiency, optimal test of hypotheses, nonparametric statistics, robust statistics, Bayesian statistics, conditional probability, random variables, correlation coefficient, binomial distribution, Poisson distribution, Normal distribution, Multivariate normal distribution, sampling, confidence intervals, hypothesis testing, central limit theorem, maximum likelihood estimation, sequential probability ratio test, likelihood ratio test, sample median, signed-rank Wilcoxon, Mann–Whitney–Wilcoxon Procedure, Simple Linear Model, Bayesian Procedures
Introduction to Biostatistics ,2nd Edition
Author: Robert Sokal, James Rohlf
School: Federal University of Technology, Minna
Department: Science and Technology
Course Code: BIO324
Topics: Biostatistics, Data, accuracy, derived variables, frequency distribution, descriptive statistics, arithemetic mean, median, mode, range, standard deviation, sample statistics, binomial distribution, Poisson distribution, Normal probability distribution, normal distribution, estimation, hypothesis testing, confidence limits, chi-square distribution, Variance, regression, correlation
Author: Kareem Olayinka Idowu
School: University of Ibadan
Department: Administration, Social and Management science
Course Code: ECO343
Topics: Econometrics, Correlation Theory, Regression Analysis, Hypothesis Testing, Single Equation Problem
Understanding Statistics in the Behavioral Sciences ,10th edition
Author: Robert Pagano
School: University of Ibadan
Department: Administration, Social and Management science
Course Code: SOW304
Topics: Statistics, Frequency Distributions, Central Tendency, Correlation, Regression, Probability, Random Sampling, Sampling, Binomial Distribution, Hypothesis Testing, Deviate Test, Inferential Statistics
A guide to modern econometrics, 5th edition
Author: Marno Verbeek
School: Edo University
Department: Administration, Social and Management science
Course Code: ECO313
Topics: Econometrics, linear regression, linear regression mode, hypothesis testing, Heteroskedasticity, Autocorrelation, OLS estimator, Endogenous Regressors, Instrumental Variables, instrumental variables estimator, maximum likelihood estimation, quasi-maximum likelihood, binary choice models, Tobit models, sample selection bias, univariate time series models, multivariate time series models, panel data modelling, static linear model, vector, matrix
Research in Education, 10th education
Author: John Best, James Kahn, Arbind Jha
School: Edo University
Department: Administration, Social and Management science
Course Code: MAC310
Topics: research, populations, sampling, applied research, action research, research proposal, research report, thesis, dissertation, research methods, Historical Criticism, descriptive studies, assessment studies, evaluation studies, experimental research, quasi-experimental research, experimental validity, experimental design, Single-Subject Experimental Research, Manipulating Variables, qualitative research, data collection techniques, inquiry forms, questionnaire, opinionnaire, data analysis, descriptive analysis, normal distribution, statistical measures, inferential data analysis, statistical inference, central limit theorem, hypothesis testing, computer data analysis
Design and Analysis of Experiments, 9th Edition
Author: Douglas Montgomery
School: Bayero University, Kano
Department: Engineering
Course Code: EGR2103
Topics: comparative experiments, sampling, sampling distributions, hypothesis testing, confidence intervals, Randomized Complete Block Design, factorial designs, Fitting Regression Models, linear regression models, Regression Model Diagnostics, response surface methodology, Robust Parameter Design, crossed array design, analysis of covariance
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