Format:
1 online resource (738 pages)
Edition:
1st ed.
ISBN:
9781118625620
Series Statement:
New York Academy of Sciences Series v.326
Content:
Cover -- Title Page -- Copyright -- Contents -- Preface to the Third Edition -- About the Software -- Chapter 0: Basic Prerequisite Knowledge -- 0.1. Distributions : Normal, t, and F -- Normal Distribution -- Gamma Function -- t-distribution -- F-distribution -- 0.2. Confidence Intervals (or Bands) and T-tests -- 0.3. Elements of Matrix Algebra -- Matrix, Vector, Scalar -- Equality -- Sum and Difference -- Transpose -- Symmetry -- Multiplication -- Special Matrices and Vectors -- Orthogonality -- Inverse Matrix -- Obtaining an Inverse -- Determinants -- Common Factors -- Chapter 1: Fitting a Straight Line by Least Squares -- 1.0. Introduction: the Need for Statistical Analysis -- 1.1. Straight Line Relationship Between Two Variables -- 1.2. Linear Regression: Fitting a Straight Line by Least Squares -- Meaning of Linear Model -- Least Squares Estimation -- Pocket-calculator Form -- Calculations for the Steam Data -- Centering the Data -- 1.3. The Analysis of Variance -- Sums of Squares -- Degrees of Freedom (df) -- Analysis of Variance Table -- Steam Data Calculations -- Skeleton Analysis of Variance Ta Ble -- R2 Statistic -- 1.4. Confidence Intervals and Tests for ß0 and ß1 -- Standard Deviation of the Slope B1 -- Confidence Interval for ß1 -- Confidence Interval for ß1 -- Test for Ho: ß1 = ß10 Versus H1: ß1 ≠ ß10 -- Reject or Do Not Reject -- Confidence Interval Represents a Set of Tests -- Standard Deviation of the Intercept -- Confidence Interval for ß0 -- 1.5. F-test for Significance of Regression -- P-values for F-statistics -- F = T2 -- P-values for T-statistics -- 1.6. the Correlation Between X and Y -- Correlation and Regression -- Rxy and R Connections -- Testing a Single Correlation -- 1.7. Summary of the Straight Line Fit Computations -- Pocket-calculator Computations -- 1.8. Historical Remarks -- Appendix 1 A. Steam Plant Data.
Note:
Description based on publisher supplied metadata and other sources
Additional Edition:
9780471170822
Additional Edition:
Erscheint auch als Druck-Ausgabe 9780471170822
Language:
English
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