Statistics for Managers using Excel has been written as a core textbook for a first course in Business Statistics taken by undergraduate or graduate students. This course provides foundation in statistics with applications. The various topics it covers are basic probability theory, random variables, probability distributions, Bayesian inference, hypothesis testing, confidence intervals, linear regression and non-parametric tests. One aspects of the book is to integrate excel for estimating probability and regression statistics.
Topic Covers
CHAPTER 1INTRODUCTION
CHAPTER 2DESCRIBING DATA WITH GRAPHS
CHAPTER 3DESCRIBING DATA WITH NUMERICAL METHODS
CHAPTER 4PROBABILITY
CHAPTER 5PROBABILITY DISTRIBUTION
CHAPTER 6DISCRETE PROBABLITY DISTRIBUTIONS
CHAPTER 7THE NORMAL PROBABLITY DISTRIBUTION
CHAPTER 8SAMPLING DISTRIBUTION
CHAPTER 9ESTIMATION AND CONFIDENCE INTERVAL
CHAPTER 10LARGE SAMPLE TESTS OF HYPOTHESIS
CHAPTER 11SMALL SAMPLE TESTS OF HYPOTHESIS
CHAPTER 12THE ANALYSIS OF VARIANCE
CHAPTER 13CORRELATION AND LINEAR REGRESSION
CHAPTER 14MULTIPLE REGRESSION ANALYSIS
CHAPTER 15ANALYSIS OF CATEGORICAL DATA
CHAPTER 16NON- PARAMATRIC TEST
CHAPTER 17DECISION THEORY
Topic Covers
CHAPTER 1INTRODUCTION
CHAPTER 2DESCRIBING DATA WITH GRAPHS
CHAPTER 3DESCRIBING DATA WITH NUMERICAL METHODS
CHAPTER 4PROBABILITY
CHAPTER 5PROBABILITY DISTRIBUTION
CHAPTER 6DISCRETE PROBABLITY DISTRIBUTIONS
CHAPTER 7THE NORMAL PROBABLITY DISTRIBUTION
CHAPTER 8SAMPLING DISTRIBUTION
CHAPTER 9ESTIMATION AND CONFIDENCE INTERVAL
CHAPTER 10LARGE SAMPLE TESTS OF HYPOTHESIS
CHAPTER 11SMALL SAMPLE TESTS OF HYPOTHESIS
CHAPTER 12THE ANALYSIS OF VARIANCE
CHAPTER 13CORRELATION AND LINEAR REGRESSION
CHAPTER 14MULTIPLE REGRESSION ANALYSIS
CHAPTER 15ANALYSIS OF CATEGORICAL DATA
CHAPTER 16NON- PARAMATRIC TEST
CHAPTER 17DECISION THEORY
