Labor figures for Mexico’s municipalities: Small Area Estimation

نویسندگان

چکیده

Labor figures for Mexico’s municipalities were estimated during 2018’s first quarter by using Small Area Estimation (SAE) techniques with the incorporation of a spatial component – given there is no recent information source such level geographic disaggregation. To achieve this, combined from different sources was used to build statistical models in which Economically Active Population, Employed Population and Informal taken as variables object estimation this National Survey Occupation Employment (ENOE its acronym Spanish). Auxiliary selected population censuses, administrative records, projections. The results contrasted those calculated applying percentage structures 2010 Housing Census provided ENOE at federal entity level, data survey (obtained direct had sufficient sample acceptable coefficients variation). It observed that obtained are plausible register variation below 10 percent.

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Comparison of Small Area Estimation Methods for Estimating Unemployment Rate

Extended Abstract. In recent years, needs for small area estimations have been greatly increased for large surveys particularly household surveys in Sta­ tistical Centre of Iran (SCI), because of the costs and respondent burden. The lack of suitable auxiliary variables between two decennial housing and popula­ tion census is a challenge for SCI in using these methods. In general, the...

متن کامل

Some New Developments in Small Area Estimation

Small area estimation has received a lot of attention in recent years due to growing demand for reliable small area statistics. Traditional area-specific estimators may not provide adequate precision because sample sizes in small areas are seldom large enough. This makes it necessary to employ indirect estimators based on linking models. Basic area level and unit level models have been extensiv...

متن کامل

Bayesian Statistics for Small Area Estimation

Abstract. National statistical offices are often required to provide statistical information about characteristics of the population, such as mean income or unemployment rate, at several administrative or small area levels. Having good area level estimates is important because policies will often be based on this type of information. In this paper we describe how Bayesian hierarchical models ca...

متن کامل

M-quantile Models for Small Area Estimation

Small area estimation techniques are employed when sample data are insufficient for acceptably precise direct estimation in domains of interest. These techniques typically rely on regression models that use both covariates and random effects to explain variation between domains. However, such models also depend on strong distributional assumptions, require a formal specification of the random p...

متن کامل

Local Polynomial Regression for Small Area Estimation

Estimation of small area means in the presence of area level auxiliary information is considered. A class of estimators based on local polynomial regression is proposed. The assumptions on the area level regression are considerably weaker than standard small area models. Both the small area mean functions and the between area variance function are modeled as smooth functions of area level covar...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Statistical journal of the IAOS

سال: 2021

ISSN: ['1874-7655', '1875-9254']

DOI: https://doi.org/10.3233/sji-200780