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

Topics: Statistical Inference, summarizing data, simple random sampling, population variance, normal approximation, confidence intervals, inference, Maximum Likelihood, Hypothesis Testing, Wald test, t-test, Permutation Test, Likelihood Ratio Test, Testing Mendel’s Theory, Multiple Testing, Regression Function, Regression Model, Scatter Plots, Simple Linear Regression Model, Ordinary Least Squares, Interval Estimation, Prediction, Graphic Residual Analysis

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

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

Topics: Experimental Studies, Data Description, Probability, Probability Distributions, Population Central Values, inference, Multiple Comparisons, Categorical Data, Linear Regression, Correlation, Multiple Regression, General Linear Model, Analysis of Variance, Analysis of Covariance, Split-Plot, Repeated Measures, Crossover Designs 

Topics: Linear Programming, Linear Programming Model Formulation, Graphical Method, Simplex Method, Duality in Linear Programming, Dual Linear Programming Problem, Sensitivity Analysis, Integer Linear Programming, Goal Programming, Transportation Problem, Assignment Problem, Decision Theory, Decision Trees, Theory of Games, game theory, Project Management, Deterministic Inventory Control Models, Probabilistic Inventory Control Models, Queuing Theory, Replacement Models, Maintenance Models, Markov Chains, Simulation, Sequencing Problems, Information Theory, Dynamic Programming, Classical Optimization Methods, Non-Linear Programming Methods, Revised Simplex Method, Dual-Simplex Method, Bounded Variables Linear Programming Problem, Parametric Linear Programming

Topics: scanners, regular expression, Top-Down Parsing, parsing, Expressing Syntax, Bottom-Up Parsing, Context-Sensitive Analysis, Intermediate Representations, Procedure Abstraction, code shape, Arithmetic Operators, Boolean operators, relational operators, character strings, procedure calls, Data-Flow Analysis, Iterative Data-Flow Analysis, Interprocedural Analysis, scalar optimizations, code motion, Instruction Scheduling, register allocation, Local Register Allocation, Global Register Allocation

Topics: Scientific programming, MATLAB, MATLAB Environment Setup, MATLAB Environment, MATLAB Arithmetic Operators, MATLAB Logical Operators, MATLAB’s Command Prompt, MATLAB Syntax, MATLAB variables, MATLAB Commands, MATLAB Operators, Decision Making, Loop Controls, Loop Types, loop, Loop Control Statements, MATLAB Vectors, MATLAB matrix, Matrix Operations, MATLAB Arrays, MATLAB matfun Directory, MATLAB Polynomial Representation, Image Processing

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

Topics: Probability, Variation, Bayesian method, Regression, Correlation, comparison, proportions, Experimental design, Modelling categorical data, survival analysis, Multivariate methods, Clinical trials, Statistical methods in epidemiology