An Introduction To Statistics And Probability By Nurul Islam |top|

: Specifically tailored for undergraduate students in science, engineering, and social sciences. About the Author Dr. M. Nurul Islam

Dr. Islam began his teaching career at the University of Dhaka in 1971, eventually chairing the Department of Statistics. His experience in the classroom led him to identify a need for a resource that balanced high-level theory with local academic requirements. An Introduction To Statistics And Probability By Nurul Islam

The text is structured logically, moving from descriptive methods to predictive modeling: Descriptive Statistics: Data collection, tabulation, and graphical representation. Measures of Central Tendency: In-depth looks at Mean, Median, and Mode. Measures of Dispersion: Understanding Variance, Standard Deviation, and Skewness. Probability Theory: Nurul Islam Dr

Explains set theory, counting rules (permutations/combinations), and Bayes' Theorem. The text is structured logically, moving from descriptive

The book provides a deep, slow walkthrough of the Binomial and Poisson distributions. For the Binomial distribution, Islam provides a full table of binomial coefficients for small n , encouraging students to calculate probabilities manually before using tables. His derivation of the Poisson distribution as a limiting case of the Binomial is one of the clearest in print, using the famous "rare disease" example.