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Statistical Techniques for Transportation Engineering

Autor Kumar Molugaram, G Shanker Rao
en Limba Engleză Paperback – 13 mar 2017
Statistical Techniques for Transportation Engineering is written with a systematic approach in mind and covers a full range of data analysis topics, from the introductory level (basic probability, measures of dispersion, random variable, discrete and continuous distributions) through more generally used techniques (common statistical distributions, hypothesis testing), to advanced analysis and statistical modeling techniques (regression, AnoVa, and time series). The book also provides worked out examples and solved problems for a wide variety of transportation engineering challenges.


  • Demonstrates how to effectively interpret, summarize, and report transportation data using appropriate statistical descriptors
  • Teaches how to identify and apply appropriate analysis methods for transportation data
  • Explains how to evaluate transportation proposals and schemes with statistical rigor
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Specificații

ISBN-13: 9780128115558
ISBN-10: 0128115556
Pagini: 554
Dimensiuni: 152 x 229 x 31 mm
Greutate: 0.86 kg
Editura: ELSEVIER SCIENCE

Public țintă

Civil Engineers, Transportation Engineers

Cuprins

1. An Overview of Statistical Applications2. Preliminaries3. Probability4. Random Variables5. Curve Fitting6. Correlation and Regression7. Sampling8. Hypothesis Testing9. Chi-Square Distribution10. Test of Significance—Small Samples11. ANOVA (Analysis of Variance)12. Analysis of Time Series13. Index Numbers