"Consumption expenditures by households in the United States acccount for about 70% of America's GDP. The primary focus in this book is on how households adjust these expenditures in response to changes in prices and income." -- Back cover

Preliminaries -- and Overview -- Demand Theory Under Review -- Quantile Regression: A Robust Alternative to Least Squares -- Analyses of Data from BLS Consumer Expenditure Surveys -- Description of Data Used from the Ongoing BLS Consumer Expenditure Surveys -- Stability of U.S. Consumption...

Sequential Monte Carlo (SMC) methods are widely used for non-linear filtering purposes. However, the SMC scope encompasses wider applications such as estimating static model parameters so much that it is becoming a serious alternative to Markov-Chain Monte-Carlo (MCMC) methods. Not only do SMC...

In econometrics, Autoregressive Conditional Duration (ACD) models use high-frequency economic or financial duration data, which mostly exhibit irregular time intervals. The ACD model is widely used to examine the duration of transaction volume and duration of price variations in stock markets....