Douglas C Montgomery, George C Runger, Norma Faris Hubele provide modern coverage of engineering statistics, focusing on how statistical tools are integrated into the engineering problem solving process. All major aspects of engineering statistics are covered, including descriptive statistics, probability and probability distributions, statistical test and confidence intervals for one and two s…
1 Probability and Distributions 1 2 Multivariate Distributions 75 3 Some Special Distributions 141 4 Some Elementary Statistical Inferences 207 5 Consistency and Limiting Distributions 295 6 Maximum Likelihood Methods 327 7 Sufficiency 383 8 Optimal Tests of Hypotheses 439 9 Inferences About Normal Models 485 10 Nonparametric and Robust Statistics 537
This classroom tested text offers a readable introduction to the statistical analysis of multivariate observations. Its primary goal is to impart the necessary knowledge to make proper interpretations and select appropriate techniques for analyzing multivariate data. It is suitable for courses in Multivariate Statistics, Marketing Research, Statistics in Education and postgraduate level …
. PART 1 INTRODUCTION 3-27 1 Introduction: Purposes and Limitations of Statistics 3 2 Theory, Measurement, and Mathematics 11 . . PART 2 UNIVARIAE DESCRIPTIVE STATISTICS 30-104 3 Nominal Scales: Proportions, Percentages, and Ratios 31 4 Interval Scales: Frequency Distributions and Graphic Presentation 41 5 Interval Scales: Measures of Central Tendency 55 …
1 Sampling and Descriptive Statistics , 1 2 Probability , 48 3 Propagation of Error , 164 4 Commonly Used Distributions , 200 5 Confidence Intervals , 322 6 Hypothesis Testing , 396 7 Correlation and Simple Linear Regression , 505 8 Multiple Regression , 592 9 Factorial Experiments , 658 10 Statistical Quality Control , 761
1 Probability and Distributions , 1 2 Multivariate Distributions , 75 3 Some Special Distributions , 141 4 Some Elementary Statistical Inferences , 207 5 Consistency and Limiting Distributions , 295 6 Maximum Likelihood Methods , 327 7 Sufficiency , 383 8 Optimal Tests of Hypotheses , 439 9 Inferences About Normal Models , 485 10 Nonparametric and Robust Statistics , 537 11…
1 Typical format of a journal article 1 2 Descriptive statistics: The Univariate case 18 3 Bivariate correlation 44 4 Reliability and Validity 68 5 Foundations of inferential statistics 90 6 Estimation 114 7 Hypothesis testing 131 8 Effect size, Power, CIs, and Bonferroni 161 9 Statistical inferences concerning bivariate correlation coefficients 18…