Detailed exploration of standard distributions such as the Binomial, Poisson, and Normal distributions. 3. Statistical Inference and Correlation
Chapters conclude with extensive exercise sets, categorized into theoretical questions and numerical problems, allowing students to test their comprehension.
The book is widely available in central libraries across Bangladesh, including at the Bangladesh University of Engineering and Technology (BUET), the Military Institute of Science and Technology (MIST), and the University of Dhaka. Its 4th revised edition, for example, is listed as having 857 pages, indicating a thorough and comprehensive content. Detailed exploration of standard distributions such as the
Understanding data spread through Variance, Standard Deviation, Range, and Quartiles.
: Bernoulli, Binomial, Poisson, and Geometric. The book is widely available in central libraries
There are countless statistics textbooks on the market, but Nurul Islam’s work stands out for several reasons:
Authors occasionally upload specific chapters, lecture notes, or authorized pre-prints of their textbooks to these academic platforms for public use. : Bernoulli, Binomial, Poisson, and Geometric
Type I and Type II errors, along with the significance level ( Parametric tests: Z-test, t-test, and F-test. Non-parametric tests: Chi-Square ( χ2chi squared ) test for independence and goodness of fit. 6. Correlation and Regression Analysis
: Details sampling theory, hypothesis testing, and Chi-square tests. Part IV: Regression and Correlation : Explores simple and multiple linear models. Accessible Pedagogy
: The text covers mathematical expectation, joint distributions, and conditional probability.