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1.1 Introduction- Random variables-Distribution function-Discrete distributions ( Review of Binomial and Poisson distributions)
1.2 Continuous distributions: Normal, Normal approximation to Binomial distribution, Gamma and Weibull distributions
2.1 Introduction-Mathematical expectation and properties
2.2 Moment generating function-Moments of standard distributions ( Binomial, Poisson and Normal distributions) – Properties
3.1 Introduction - Population and samples
3.2 Sampling distribution of mean for large and small samples (with known and unknown variance)
3.3 Proportion sums and differences of means-Sampling distribution of variance -Point and interval estimators for means and proportions
4.1 Introduction - Type I and Type II errors
4.2 Maximum error - One tail, two-tail tests
4.3 Tests concerning one mean and proportion
4.4 Two means- Proportions and their differences using Z-test, Student’s t-test - F-test and Chi -square test
4.5 ANOVA for one-way and two-way classified data
5.1 Introduction - Fitting a straight line
5.2 Second degree curve-exponential curve-power curve by method of least squares
5.3 Simple Correlation and Regression
5.4 Rank correlation - Multiple regression
6.1 Introduction - Methods for preparing control charts
6.2 Problems using x-bar, p, R charts and attribute charts
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CategoriesEngineering Mathematics
Format EPUB
TypeeBook