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.
Les mer
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
Les mer
This practical guide explores a range of statistical techniques applicable to a wide variety of transportation engineering challenges
This practical guide explores a range of statistical techniques applicable to 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
Les mer
Produktdetaljer
ISBN
9780128115558
Publisert
2017-03-13
Utgiver
Vendor
Butterworth-Heinemann Inc
Vekt
270 gr
Høyde
229 mm
Bredde
152 mm
Aldersnivå
P, 06
Språk
Product language
Engelsk
Format
Product format
Heftet
Antall sider
554
Forfatter