A note on non-parametric and semi-parametric modeling of wildfire hazard in Los Angeles County, California

被引：5

作者：

Schoenberg, Frederic Paik ^{[1
]}

Pompa, Jamie ^{[1
]}

Chang, Chien-Hsun ^{[1
]}

机构：

[1] Univ Calif Los Angeles, Dept Stat, Los Angeles, CA 90095 USA

来源：

ENVIRONMENTAL AND ECOLOGICAL STATISTICS | 2009年 / 16卷 / 02期

关键词：

Estimation; Kernel smoothing; Model evaluation; Point process; Wildfires;

D O I：

10.1007/s10651-007-0087-z

中图分类号：

X [环境科学、安全科学];

学科分类号：

08 ; 0830 ;

摘要：

This paper explores the use of, and problems that arise in, kernel smoothing and parametric estimation of the relationships between wildfire incidence and various meteorological variables. Such relationships may be treated as components in separable point process models for wildfire activity. The resulting models can be used for comparative purposes in order to assess the predictive performance of the Burning Index.

引用

页码：251 / 269

页数：19

共 50 条

[1] A note on non-parametric and semi-parametric modeling of wildfire hazard in Los Angeles County, California
Frederic Paik Schoenberg
Jamie Pompa
Chien-Hsun Chang
[J]. Environmental and Ecological Statistics, 2009, 16 : 251 - 269
[2] POINT PROCESS MODELING OF WILDFIRE HAZARD IN LOS ANGELES COUNTY, CALIFORNIA
Xu, Haiyong
Schoenberg, Frederic Paik
[J]. ANNALS OF APPLIED STATISTICS, 2011, 5 (2A): : 684 - 704
[3] Non-parametric and semi-parametric asset pricing
Erdos, Peter
Ormos, Mihaly
Zibriczky, David
[J]. ECONOMIC MODELLING, 2011, 28 (03) : 1150 - 1162
[4] ESTIMATED NON-PARAMETRIC AND SEMI-PARAMETRIC MODEL FOR LONGITUDINAL DATA
AL-Adilee, Reem Tallal Kamil
Aboudi, Emad Hazim
[J]. INTERNATIONAL JOURNAL OF AGRICULTURAL AND STATISTICAL SCIENCES, 2021, 17 : 1963 - 1972
[5] Semi-parametric and Non-parametric Term Weighting for Information Retrieval
Metzler, Donald
Zaragoza, Hugo
[J]. ADVANCES IN INFORMATION RETRIEVAL THEORY, 2009, 5766 : 42 - 53
[6] Density estimation using non-parametric and semi-parametric mixtures
Wang, Yong
Chee, Chew-Seng
[J]. STATISTICAL MODELLING, 2012, 12 (01) : 67 - 92
[7] Non-Parametric and Semi-Parametric RSSI/Distance Modeling for Target Tracking in Wireless Sensor Networks
Mahfouz, Sandy
Mourad-Chehade, Farah
Honeine, Paul
Farah, Joumana
Snoussi, Hichem
[J]. IEEE SENSORS JOURNAL, 2016, 16 (07) : 2115 - 2126
[8] Comparison of non-parametric and semi-parametric tests in detecting long memory
Boutahar, Mohamed
[J]. JOURNAL OF APPLIED STATISTICS, 2009, 36 (09) : 945 - 972
[9] Semi-parametric and non-parametric methods for clinical trials with incomplete data
O'Brien, PC
Zhang, D
Bailey, KR
[J]. STATISTICS IN MEDICINE, 2005, 24 (03) : 341 - 358
[10] Combining parametric, semi-parametric, and non-parametric survival models with stacked survival models
Wey, Andrew
Connett, John
Rudser, Kyle
[J]. BIOSTATISTICS, 2015, 16 (03) : 537 - 549

← 1 2 3 4 5 →