教師資料查詢 | 類別: 會議論文 | 教師: 張雅梅 Ya-mei, Chang (瀏覽個人網頁)

標題:Spatial Distribution of Taiwan Air Pollutant-An Application of Spatial Quantile Regression, The 28th International Biometric Conference
學年105
學期1
發表日期2016/08/11
作品名稱Spatial Distribution of Taiwan Air Pollutant-An Application of Spatial Quantile Regression, The 28th International Biometric Conference
作品名稱(其他語言)
著者Chang, Y.-M
作品所屬單位
出版者
會議名稱第十屆海峽兩岸統計與概率研討會
會議地點成都,中國
摘要Many literatures have pointed out that air pollutants increase morbidity risks of a number of diseases. It would affect the growth ofnational health expense . In this research, we are interested in estimating quantiles of air pollutants. The quantile is decomposed as a linear combination of basis functions. The quantile regression method is used to demonstrate the spatial distribution of air pollutants in different months. A subset selection method of Lasso is used to choose a suitable subset of the basis functions and estimate corresponding parameters. This method is computationally efficient for large data sets.
關鍵字air pollution;spatial temporal data;quantile regression;variable selection;Lasso
語言中文
收錄於
會議性質兩岸
校內研討會地點
研討會時間20160811~20160813
通訊作者
國別中國
公開徵稿
出版型式
出處第十屆海峽兩岸統計與概率研討會
相關連結
Google+ 推薦功能,讓全世界都能看到您的推薦!