Jackknifing in Categorical Data Analysis

Estimation of nonlinear functions of a multinomial parameter vector is necessary in many categorical data problems. The first and second order jackknife are explored for the purpose of reduction of bias. The second order jackknife of a function g(.) of a multinomial parameter is shown to be asymptotically normal if all second order partials ?²g( p )?dp_i?p_j obey a Hölder condition with exponent α>1/2. Numerical results for the estimation of the log odds ratio in a 2times2 table demonstrate the efficiency of the jackknife method for reduction of mean-square-error and the construction of approximate confidence intervals.     

The participation of women in the labour force of Latin America: fertility and other factors

The level of labor force participation among Latin American women, when compared with participation rates for other countries, is the lowest in the world. Only 20% or less of women 10 years of age and older are economically active. This level did not change much between 1950 and 1970. Few women work in agriculture. The following factors are considered for their effect on labor force participation of urban women: marital status, education, income, and the structure and stage of development of the society. Married women have a low participation rate. More highly educated women are more likely to work, but there must be demand for their work services. As the economy of various countries has progressed, female participation in domestic services has decreased, in industry has remained constant between 1960 and 1970, and in social services has expanded. It is concluded that work participation for married women will only increase with the following changes: 1) improved educational opportunities for women; 2) structural change and modernization in the economy; and 3) reduced family fertility. Changes in the first 2 factors are more important than reduced fertility. Since 1960, only Chile and Costa Rica have had a 25% decline in fertility rates.     

Does rapid economic growth improve the human lot? Some empirical evidence

Politicians and decision-makers in both developed and developing countries have sought to maximize economic growth on the basis of the belief that this leads to advances in the quality of life. This paper seeks to test whether this belief is well-founded. An application of the Diffusion Index to time-series data collected from a rapidly growing, low income country demonstrates that while higher national income makes for greater welfare the rate of welfare enhancement is almost independent of the rate of national income growth. On the basis of these findings, it is argued that the Gross National Product by itself may not be used as a reliable measure of human welfare. Finally, this paper suggests that in order to provide the maximum quality of life for the members of a given society, its national policy should be based on a much broader conception of welfare than is currently implied by the idea of GNP growthmanship.     

Characteristics of gay, lesbian, and bisexual Asians, Asian Americans, and immigrants from Asia to the USA

An exploratory study of self-identified lesbian, gay, and bisexual Asians and Asian Americans surveyed respondents (60 women and 254 men) using a questionnaire in four languages from nineteen different sources in Korea, Japan, China, and the US. Respondents were compared in terms of country of residence, whether they immigrated to the US, having a same-sex lover, living with the lover, being open about their sexual orientation to the family, and age. Respondents in the US were generally more open about their sexual orientation. Openness to the family was related to other variables suggesting an affirmative lesbian, gay, or bisexual identity.