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Parameters Estimation Books

An introduction to generalized linear models ,4th edition

Author: Annette Dobson, Adrian Barnett

School: University of Ibadan

Department: Science and Technology

Course Code: STA351

Topics: generalized linear models, Model Fitting, Exponential Family, estimation, inference, normal linear models, Binary Variables, Logistic Regression, Nominal Logistic Regression, Ordinal Logistic Regression, Poisson Regression, Log-Linear Models, Survival Analysis, Clustered data, Longitudinal Data, Bayesian Analysis, Markov Chain Monte Carlo Methods

Introduction to Business Statistics ,7th edition

Author: Ronald Weiers

School: University of Ibadan

Department: Science and Technology

Course Code: STA351

Topics: Business Statistics, data collection, sampling methods, probability, discrete probability distribution, continous probability distributions, sampling distributions, estimation, hypothesis testing, hypothesis tests, analysis of variance, Chi-square applications, nonparametric methods, regression, simple linear regression, correlation, multiple regression, multiple correlation, model building, time series, forecasting, decision theory, total quality management

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

Generalized Linear Models ,2nd Edition

Author: McCullagh, John Nelder

School: University of Ibadan

Department: Science and Technology

Course Code: STA351

Topics: Generalized Linear Models, dilution assay, probit analysis, logit models, log-linear models, inverse polynomical, survival data, model fittinf, residuals, pearson residual, Anscombe residual, deviance residual, error structure, systemic component, aliasing, estimation, tables, binary data, binomial distribution, over-dispersion, measurement scales, multinomial distribution, likelihood functions, log-linear models, multiple responses, conditional likelihoods, hypergeometric distributions, Gamma distribution, Quasi-likelihood functions, dependent observations, optimal estimating functions, optimality criteria, model checking, survival data, dispersion

Statistical Inference 3

Author: OI Shittu

School: University of Ibadan

Department: Education

Course Code: SPE321

Topics: Statistical Inference, Point Estimation Techniques, Least Squares Method, Simple Linear Model, Least Squares Estimator, Maximum Likelihood, Cramer–Rao lower bound, Sufficiency, Fisher-Neyman Criterion, Test of Hypothesis

Solutions of Algebraic and Transcendental Equations

Author: Namrata Soni

School: University of Ilorin

Department: Science and Technology

Course Code: MAT212

Topics: Algebraic equations, Transcendental equations, Root of an equation, Error estimation

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

Applied Statistics

Author: Mohammed Shayib

School: University of Ilorin

Department: Science and Technology

Course Code: STA201

Topics: descriptive statistics, random variable, probability distribution, estimation, testing of statistical hypotheses, simple linear regression, correlation, analysis of variance

Handbook of Multivariate Experimental Psychology ,2nd edition

Author: John Nesselroade, Raymond Cattell

School: University of Ibadan

Department: Administration, Social and Management science

Course Code: PSY226

Topics: Multivariate Experimental Psychology, Experimental Psychology, Experimental Design, data box, BDRM facet, Factor Invariance, multivariate modeling, data analysis, Multimode Factor Analysis, Multimode Experimental Design, structural equations, Path Diagrams, Representation Systems, estimation systems, Bivariate Data, multiway table, Significance Tests, Discriminant Analysis, cluster analysis, cluster analysis methods, Human Behavior Genetics, Reliability Theory, Dynamic but Structural Equation, Latent Growth Curve Model, personality

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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