Handbook of Quantile Regression

图书简介

Quantile regression constitutes an ensemble of statistical techniques intended to estimate and draw inferences about conditional quantile functions. Median regression, as introduced in the 18th century by Boscovich and Laplace, is a special case. In contrast to conventional mean regression that minimizes sums of squared residuals, median regression minimizes sums of absolute residuals; quantile regression simply replaces symmetric absolute loss by asymmetric linear loss.Since its introduction in the 1970’s by Koenker and Bassett, quantile regression has been gradually extended to a wide variety of data analytic settings including time series, survival analysis, and longitudinal data. By focusing attention on local slices of the conditional distribution of response variables it is capable of providing a more complete, more nuanced view of heterogeneous covariate effects. Applications of quantile regression can now be found throughout the sciences, including astrophysics, chemistry, ecology, economics, finance, genomics, medicine, and meteorology. Software for quantile regression is now widely available in all the major statistical computing environments.The objective of this volume is to provide a comprehensive review of recent developments of quantile regression methodology illustrating its applicability in a wide range of scientific settings.The intended audience of the volume is researchers and graduate students across a diverse set of disciplines.

A Quantile Regression Memoir - Gilbert W. Bassett Jr. and Roger Koenker Resampling Methods - Xuming He Quantile Regression: Penalized - Ivan Mizera Bayesian Quantile Regression - Huixia Judy Wang and Yunwen Yang Computational Methods for Quantile Regression - Roger Koenker Survival Analysis: A Quantile Perspective - Zhiliang Ying and Tony Sit Quantile Regression for Survival Analysis - Limin Peng Survival Analysis with Competing Risks and Semi-competing Risks Data - Ruosha Li and Limin Peng Instrumental Variable Quantile Regression - Victor Chernozhukov, Christian Hansen, and Kaspar Wuethrich Local Quantile Treatment Effects - Blaise Melly and Kaspar Wuethrich Quantile Regression with Measurement Errors and Missing Data - Ying Wei Multiple-Output Quantile Regression - Marc Hallin and Miroslav Siman Sample Selection in Quantile Regression: A Survey - Manuel Arellano and Stephane Bonhomme Nonparametric Quantile Regression for Banach-valued Response - Joydeep Chowdhury and Probal Chaudhuri High-Dimensional Quantile Regression - Alexandre Belloni, Victor Chernozhukov, and Kengo Kato Nonconvex Penalized Quantile Regression: A Review of Methods, Theory and Algorithms - Lan Wang QAR and Quantile Time Series Analysis - Zhijie Xiao Extremal Quantile Regression -Victor Chernozhukov, Ivan Fernandez-Val, and Tetsuya Kaji Quantile regression methods for longitudinal data - Antonio F. Galvao and Kengo Kato Quantile Regression Applications in Finance - Oliver Linton and Zhijie Xiao Quantile regression for Genetic and Genomic Applications - Laurent Briollais and Gilles Durrieu Quantile regression applications in ecology and the environmental sciences - Brian S. Cade

Trade Policy 买家须知

关于产品：
● 正版保障：本网站隶属于中国国际图书贸易集团公司，确保所有图书都是100%正版。
● 环保纸张：进口图书大多使用的都是环保轻型张，颜色偏黄，重量比较轻。
● 毛边版：即书翻页的地方，故意做成了参差不齐的样子，一般为精装版，更具收藏价值。
关于退换货：
由于预订产品的特殊性，采购订单正式发订后，买方不得无故取消全部或部分产品的订购。
由于进口图书的特殊性，发生以下情况的，请直接拒收货物，由快递返回：
● 外包装破损/发错货/少发货/图书外观破损/图书配件不全（例如：光盘等）
并请在工作日通过电话400-008-1110联系我们。
签收后，如发生以下情况，请在签收后的5个工作日内联系客服办理退换货：
● 缺页/错页/错印/脱线
关于发货时间：
一般情况下：
●【现货】下单后48小时内由北京（库房）发出快递。
●【预订】【预售】下单后国外发货，到货时间预计5-8周左右，店铺默认中通快递，如需顺丰快递邮费到付。
● 需要开具发票的客户，发货时间可能在上述基础上再延后1-2个工作日（紧急发票需求，请联系010-68433105/3213）；
● 如遇其他特殊原因，对发货时间有影响的，我们会第一时间在网站公告，敬请留意。
关于到货时间：
由于进口图书入境入库后，都是委托第三方快递发货，所以我们只能保证在规定时间内发出，但无法为您保证确切的到货时间。
● 主要城市一般2-4天
● 偏远地区一般4-7天
关于接听咨询电话的时间：
010-68433105/3213正常接听咨询电话的时间为：周一至周五上午8：30～下午5：00，周六、日及法定节假日休息，将无法接听来电，敬请谅解。
其它时间您也可以通过邮件联系我们：customer@readgo.cn,工作日会优先处理。
关于快递：
● 已付款订单：主要由中通、宅急送负责派送，订单进度查询请拨打010-68433105/3213。

Handbook of Quantile Regression 分位数回归手册 数理统计学

Handbook of Quantile Regression

分位数回归手册
数理统计学