دانلود کتاب Statistical and Econometric Methods for Transportation Data Analysis, Second Edition

FUNDAMENTALSStatistical Inference I: Descriptive StatisticsMeasures of Relative Standing Measures of Central Tendency Measures of Variability Skewness and Kurtosis Measures of Association Properties of Estimators Methods of Displaying DataStatistical Inference II: Interval Estimation, Hypothesis Testing, and Population ComparisonsConfidence IntervalsHypothesis Testing Inferences Regarding a Single PopulationComparing Two PopulationsNonparametric MethodsCONTINUOUS DEPENDENT VARIABLE MODELSLinear RegressionAssumptions of the Linear Regression ModelRegression FundamentalsManipulating Variables in. Read more... Abstract: Describes tools that are commonly used in transportation data analysis. This book provides statistical fundamentals and presents continuous dependent variable models. With a focus on count and discrete dependent variable models, it features chapters on mixed logit models, logistic regression, and ordered probability models. Read more...