Regression 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
Elementary Statistical Quality Control ,2nd Edition
Author: John Burr
School: University of Ibadan
Department: Science and Technology
Course Code: STA341
Topics: Statistical Quality Control, Quality Control, Simple Probability, Probability Distributions, control charts, process control, process capability, Acceptance Sampling, sampling, Sampling by Variables, Linear Correlation, Regression, Reliability
A first course in statistics ,12th edition
Author: James McClave, Terry Sincich
School: University of Ibadan
Department: Science and Technology
Course Code: STA351
Topics: statistics, statistical thinking, probability, random variables, probability distributions, inference, population, population means, simple linear regression, probabilistic models
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
Statistical Methods in Medical Research,Fourth Edition
Author: Armitage, Berry, Matthews
School: University of Ilorin
Department: Science and Technology
Course Code: STA201
Topics: Probability, Variation, Bayesian method, Regression, Correlation, comparison, proportions, Experimental design, Modelling categorical data, survival analysis, Multivariate methods, Clinical trials, Statistical methods in epidemiology
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
Basic Mathematics and Statistics for Students of Agriculture lecture note
Author: sharpez
School: University of Ilorin
Department: Agriculture and Veterinary Medicine
Course Code: AEF204
Topics: set, set theory, inequality, integration, differentiation, matrix algebra, frequency distribution, probability theory, correlation analysis, regression analysis
Elementary Statistics (A Step by Step Approach), 10th edition
Author: Allan Bluman
School: University of Ilorin
Department: Science and Technology
Course Code: STA121
Topics: data description, frequency distribution, graph, ogive, frequency polygon, central tendency, population variance, probability, counting rules, normal distribution, discrete probability distribution, confidence interval, sample size, hypothesis testing, correlation regression, chi-square test, analysis of variance, sampling, simulation, nonparametric statistics, Scheffé Test, turkey test, sampling techniques
Fundamentals of Mathematical Statistics (A Modern Approach), Tenth Edition
Author: SC Gupta, VK Kapoor
School: University of Ilorin
Department: Science and Technology
Course Code: STA124
Topics: Frequency Distribution, Arithmetic Mean, Measures of Dispersion, Skewness, Kurtosis, Probability, Random Variables, Distribution Function, Mathematical Expectation, Generating Functions, Theoretical Discrete Distributions, Bernoulli Distribution, Binomial Distribution, Poisson Distribution, Theoretical Continuous Distributions, Cunle Fitting, Principle of Least Squares, Correlation, Regression, Attributes, Sampling, Large Sample Tests, Exact Sampling Distributions, Chi-Square Distribution, t-test, t distribution, F distribution, z distribution, Statistical Inference, Estimation, Testing of Hypothesis, Non-parametric Methods, Sequential Analysis
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