Gallo M.A., Wheeler B.E., Silver I.M. Fundamentals of Statistics for Aviation Research

Routledge, 2023. — 367 p. — (Aviation Fundamentals). — ISBN: 978 1032311495.This is the first textbook designed to teach statistics to students in aviation courses. All examples and exercises are grounded in an aviation context, including flight instruction, air traffic control, airport management, and human factors.PART A. Research and Statistics Basics.
The General Nature of Research and Statistics.
Organizing and Summarizing Data.
PART B. Making Reasonable Decisions about a Population.
Z Scores, the Standard Normal Distribution, and Sampling Distributions.
The Concept of Statistical Inference.
PART C. Analyzing Research Data Involving a Single Sample.
Single-Sample t Test.
Review Exercises.
Examining Bivariate Relationships: Correlation.
Examining Bivariate Relationships: Regression.
PART D Analyzing Research Data Involving Two Independent Samples.
Independent-Samples t Test.
Single-Factor ANOVA.
Factorial ANOVA.
PART E. Analyzing Research Data Using a Within-Groups Design.
Repeated-Measures.
PART F. Nonparametric Statistics: Working with Frequency Data.
The Chi-Square Statistic.