STA121 Books

**Author:** Femi Ayoola, JF Ojo, Remi Raji-Oyelade

**School:** University of Ibadan

**Department:** Science and Technology

**Course Code:** STA121

Topics: Statistical Inference, sampling, statistics, Sampling Techniques, Non-Probability Sampling Techniques, Large Sample Distribution of Means, Difference of Means, Central Limit Theorem, Sampling Distribution of Means, Large Sample Distribution of Proportion, Difference of Proportions, Large Sample Interval Estimation, estimation, Hypothesis Testing, Null Hypothesis, Scatter Diagram, Simple Bivariate Regression Model, Least Square Method, Correlation Analysis, Spear’s Ranking Order Correlation, Time Series Analysis, time series

Modern elementary statistics ,12th edition

**Author:** John Freund, Benjamin Perles

**School:** University of Ibadan

**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

Probability Theory, 2nd edition

**Author:** Achim Klenke

**School:** University of Ilorin

**Department:** Science and Technology

**Course Code:** STA121, STA221, ACC401, BUS426, ECN104, ECN207, MEE442, PHY432, AEF204

Topics: measure theory, independence, integral, moments, laws of large numbers, convergence theorem, Lp-Spaces, Radon–Nikodym Theorem, Conditional Expectations, martingale, optional sampling theorem, Martingale Convergence Theorem, Backwards Martingale, exchangeability, De Finetti's theorem, convergence of measures, Characteristic Function, Central Limit Theorem, Infinitely Divisible Distribution, markov chains, Electrical Network, Ergodic Theory, Brownian motion, iterated logarithm, large deviations, Poisson point process, Itô Integral, Stochastic Differential Equations

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

**Author:** MK Garba, LB Amusa

**School:** University of Ilorin

**Department:** Science and Technology

**Course Code:** STA121

Topics: Complementary Events, mutually exclusive events, addition rules, Dependent Events, independent Events, Multiplication Rules

Factorial Notation,permutation,combination material

**Author:** MK Garba, LB Amusa

**School:** University of Ilorin

**Department:** Science and Technology

**Course Code:** STA121

Topics: Factorial Notation, permutation, combination

Set Theory material (Lecture Note 1)

**Author:** MK Garba, NF Gatta

**School:** University of Ilorin

**Department:** Science and Technology

**Course Code:** STA121

Topics: Set Theory, set equality, set equivalence, subset, empty set, null set, universal set, set operations

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