Tobit Model and Two-part Model: Comparation and Application to Insurance Demand Study

被引：0

作者：

Zhou Hualin ^{[1
]}

Wang Xiangnan ^{[2
]}

机构：

[1] Yunnan Univ Finance & Econ, Sch Finance, Kunming 650221, Yunnan, Peoples R China

[2] Chinese Acad Social Sci, Inst Finance & Banking, Zhongye Bldg 11th Floor,Shuguang Xi Lu 28, Beijing 100028, Peoples R China

来源：

PROCEEDINGS OF 2018 CHINA INTERNATIONAL CONFERENCE ON INSURANCE AND RISK MANAGEMENT | 2018年

关键词：

Tobit model; Two-part model; Four-part model; Two-step method; Insurance demand; RETRANSFORMATION;

D O I：

暂无

中图分类号：

F8 [财政、金融];

学科分类号：

0202 ;

摘要：

The paper compares tobit model and two-part model. We summarize the features of the two types of model and compare the two types of model in assumptions, structural forms, estimation methods and application fields. Then, based on the CHNS data, we analyze China's residents' medical insurance demand using the two types of model. At last, we compare and discuss the empirical results of the two types of model.

引用

页码：629 / 638

页数：10

共 17 条

[1] TOBIT MODELS - A SURVEY
AMEMIYA, T
[J]. JOURNAL OF ECONOMETRICS, 1984, 24 (1-2) : 3 - 61
[2] SOME STATISTICAL MODELS FOR LIMITED DEPENDENT VARIABLES WITH APPLICATION TO DEMAND FOR DURABLE GOODS
CRAGG, JG
[J]. ECONOMETRICA, 1971, 39 (05) : 829 - &
[3] The structure of demand for health care: latent class versus two-part models
Deb, P
Trivedi, PK
[J]. JOURNAL OF HEALTH ECONOMICS, 2002, 21 (04) : 601 - 625
[4] SMEARING ESTIMATE - A NONPARAMETRIC RETRANSFORMATION METHOD
DUAN, N
[J]. JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1983, 78 (383) : 605 - 610
[5] Duan N., 1984, J BUS ECON STAT, V2, P283, DOI DOI 10.1080/07350015.1984.10509396
[6] HOUSEHOLD LIFE INSURANCE DEMAND: A MULTIVARIATE TWO-PART MODEL
Frees, Edward W.
Sun, Yunjie
[J]. NORTH AMERICAN ACTUARIAL JOURNAL, 2010, 14 (03) : 338 - 354
[7] Hay J., 1984, J EC BUSINESS STAT, V2, P279
[8] HUANG F, 2010, EC RES J
[9] On the choice between sample selection and two-part models
Leung, SF
Yu, ST
[J]. JOURNAL OF ECONOMETRICS, 1996, 72 (1-2) : 197 - 229
[10] A TEST OF THE TOBIT SPECIFICATION AGAINST AN ALTERNATIVE SUGGESTED BY CRAGG
LIN, TF
SCHMIDT, P
[J]. REVIEW OF ECONOMICS AND STATISTICS, 1984, 66 (01) : 174 - 177

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