Author: Kenneth A. SMALLPublisher:
ISBN:
Category :
Languages : en
Pages :
Book Description
EFFICIENT ESTIMATION OF NESTED LOGIT MODELS- AN APPLICATION TO TRIP TIMING /NL/
Author: Kenneth A. SMALLEfficient Estimation of nested logit models: An application to trip timing
Author: Kenneth A. SmallEfficient Estimation of Nested Logit Models
Author: David M. BrownstonePublisher:
ISBN:
Category : Logits
Languages : en
Pages : 34
Book Description
Journal of Business & Economic Statistics
Author: American statistical associationPublisher:
ISBN:
Category : Commercial statistics
Languages : en
Pages : 548
Book Description
Discrete Choice Methods with Simulation
Author: Kenneth TrainPublisher: Cambridge University Press
ISBN: 0521766559
Category : Business & Economics
Languages : en
Pages : 399
Book Description
This book describes the new generation of discrete choice methods, focusing on the many advances that are made possible by simulation. Researchers use these statistical methods to examine the choices that consumers, households, firms, and other agents make. Each of the major models is covered: logit, generalized extreme value, or GEV (including nested and cross-nested logits), probit, and mixed logit, plus a variety of specifications that build on these basics. Simulation-assisted estimation procedures are investigated and compared, including maximum stimulated likelihood, method of simulated moments, and method of simulated scores. Procedures for drawing from densities are described, including variance reduction techniques such as anithetics and Halton draws. Recent advances in Bayesian procedures are explored, including the use of the Metropolis-Hastings algorithm and its variant Gibbs sampling. The second edition adds chapters on endogeneity and expectation-maximization (EM) algorithms. No other book incorporates all these fields, which have arisen in the past 25 years. The procedures are applicable in many fields, including energy, transportation, environmental studies, health, labor, and marketing.
Distress Risk and Corporate Failure Modelling
Author: Stewart JonesPublisher: Taylor & Francis
ISBN: 1317225376
Category : Business & Economics
Languages : en
Pages : 243
Book Description
This book is an introduction text to distress risk and corporate failure modelling techniques. It illustrates how to apply a wide range of corporate bankruptcy prediction models and, in turn, highlights their strengths and limitations under different circumstances. It also conceptualises the role and function of different classifiers in terms of a trade-off between model flexibility and interpretability. Jones's illustrations and applications are based on actual company failure data and samples. Its practical and lucid presentation of basic concepts covers various statistical learning approaches, including machine learning, which has come into prominence in recent years. The material covered will help readers better understand a broad range of statistical learning models, ranging from relatively simple techniques, such as linear discriminant analysis, to state-of-the-art machine learning methods, such as gradient boosting machines, adaptive boosting, random forests, and deep learning. The book’s comprehensive review and use of real-life data will make this a valuable, easy-to-read text for researchers, academics, institutions, and professionals who make use of distress risk and corporate failure forecasts.
Smart Transportation and Green Mobility Safety
Author: Wuhong WangPublisher: Springer Nature
ISBN: 9819724430
Category :
Languages : en
Pages : 537
Book Description
Travel Demand, 2005
Author: National Research Council (U.S.). Transportation Research BoardPublisher:
ISBN:
Category : Choice of transportation
Languages : en
Pages : 152
Book Description
" No. 1921 addresses a system for modeling commercial vehicle movements in a Canadian city [Calgary, Alberta, Canada], a proposal to incorporate trip-chaining behavior in network equilibrium models, the importance of parking cost in determining mode choice, and forecasting travel demand with a multimodal activity-based system developed for use in Florida."--pub. website.
Applied Choice Analysis
Author: David A. HensherPublisher: Cambridge University Press
ISBN: 1107092647
Category : Business & Economics
Languages : en
Pages : 1219
Book Description
A fully updated second edition of this popular introduction to applied choice analysis, written for graduate students, researchers, professionals and consultants.
Intelligent Interactive Multimedia Systems and Services
Author: Giuseppe De PietroPublisher: Springer
ISBN: 3319922319
Category : Technology & Engineering
Languages : en
Pages : 440
Book Description
This volume presents a series of carefully selected papers on the theme of Intelligent Interactive Multimedia Systems and Services (IIMSS-18), but also including contributions on Innovation in Medicine and Healthcare (InMed-18) and Smart Transportation Systems (STS-18). The papers were presented at the Smart Digital Futures 2018 multi-theme conference, which grouped the AMSTA, IDT, InMed, SEEL, STS and IIMSS conferences in one venue in Gold Coast, Australia in June 2018. IIMSS-18 included sessions on 'Cognitive Systems and Big Data Analytics', 'Data Processing and Secure Systems', 'Innovative Information Services for Advanced Knowledge Activity', 'Autonomous System' and ' Image Processing'. InMed-18 papers cover major areas of 'Digital Architecture for Internet of Things, Big data, Cloud and Mobile IT in Healthcare' and 'Advanced ICT for Medical and Healthcare'. STS-18 papers provide a comprehensive overview of various aspects of current research into intelligent transportation technology.