Basic Statistical Methods and Models for the Sciences

ISBN-13: 9780367396459 / Angielski / Miękka / 2019 / 296 str.

Judah Rosenblatt

Opis

Designed for a first course for graduate students of medicine, biology, and other sciences, this text builds a practical foundation in the use of statistical tools and imparts a clear understanding of their underlying assumptions and limitations. Without getting bogged down in proofs and derivations, thorough discussions help readers understand why the stated methods and results are reasonable. The use of the statistical software Minitab is integrated throughout the book. The author emphasizes applications and the models appropriate to each problem while focusing on Monte Carlo methods, the Central Limit Theorem, confidence intervals, and power functions.

Spis treści

Introduction. Models, Measurements, and Sampling. Representative Samples. Descriptive Statistics. Basic Probability. Introduction to Statistical Estimation. Testing Univariate Statistical Hypotheses. Confidence Limits Approach to Testing-Multiple. Introduction to Regression Models.

O autorze

Rosenblatt, Judah