|
Panel Data
In statistics and econometrics, panel data and longitudinal data are both multi-dimensional data involving measurements over time. Panel data is a subset of longitudinal data where observations are for the same subjects each time. Time series and cross-sectional data can be thought of as special cases of panel data that are in one dimension only (one panel member or individual for the former, one time point for the latter). A literature search often involves time series, cross-sectional, or panel data. A study that uses panel data is called a longitudinal study or panel study. Example In the multiple response permutation procedure (MRPP) example above, two datasets with a panel structure are shown and the objective is to test whether there's a significant difference between people in the sample data. Individual characteristics (income, age, sex) are collected for different persons and different years. In the first dataset, two persons (1, 2) are observed every year for three ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Statistics
Statistics (from German language, German: ', "description of a State (polity), state, a country") is the discipline that concerns the collection, organization, analysis, interpretation, and presentation of data. In applying statistics to a scientific, industrial, or social problem, it is conventional to begin with a statistical population or a statistical model to be studied. Populations can be diverse groups of people or objects such as "all people living in a country" or "every atom composing a crystal". Statistics deals with every aspect of data, including the planning of data collection in terms of the design of statistical survey, surveys and experimental design, experiments. When census data (comprising every member of the target population) cannot be collected, statisticians collect data by developing specific experiment designs and survey sample (statistics), samples. Representative sampling assures that inferences and conclusions can reasonably extend from the sample ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Socio-Economic Panel
The ''German'' Socio-Economic Panel (SOEP [], for ''Sozio-oekonomisches Panel'') is a Longitudinal study, longitudinal panel dataset of the population in Germany. It is a household based study which started in 1984 and which reinterviews adult household members annually. Additional samples have been taken from time to time. In 2015, there will be about 14,000 households, and more than 30,000 adult persons sampled. Some of the many topics surveyed include household composition, occupation, employment, earnings, health and life satisfaction. The annual surveys are conducted by the German Institute for Economic Research (DIW Berlin) and the Kantar Group. The survey is funded by the German Federal Government and the State of Berlin via the «Bund-Länder-Kommission» (State/Federal State Commission) for Educational Planning and Research Promotion. [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Multivariate Time Series
In mathematics, a time series is a series of data points indexed (or listed or graphed) in time order. Most commonly, a time series is a sequence taken at successive equally spaced points in time. Thus it is a sequence of discrete-time data. Examples of time series are heights of ocean tides, counts of sunspots, and the daily closing value of the Dow Jones Industrial Average. A time series is very frequently plotted via a run chart (which is a temporal line chart). Time series are used in statistics, signal processing, pattern recognition, econometrics, mathematical finance, weather forecasting, earthquake prediction, electroencephalography, control engineering, astronomy, communications engineering, and largely in any domain of applied science and engineering which involves temporal measurements. Time series ''analysis'' comprises methods for analyzing time series data in order to extract meaningful statistics and other characteristics of the data. Time series ''forecasting' ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Panel Data
In statistics and econometrics, panel data and longitudinal data are both multi-dimensional data involving measurements over time. Panel data is a subset of longitudinal data where observations are for the same subjects each time. Time series and cross-sectional data can be thought of as special cases of panel data that are in one dimension only (one panel member or individual for the former, one time point for the latter). A literature search often involves time series, cross-sectional, or panel data. A study that uses panel data is called a longitudinal study or panel study. Example In the multiple response permutation procedure (MRPP) example above, two datasets with a panel structure are shown and the objective is to test whether there's a significant difference between people in the sample data. Individual characteristics (income, age, sex) are collected for different persons and different years. In the first dataset, two persons (1, 2) are observed every year for three ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Cheng Hsiao
Cheng Hsiao (Chinese: 萧政; born 28 July 1943) is a Taiwanese-American economist, econometrician, and statistician who is a professor of economics at the University of Southern California. Hsiao is known for his works in time series analysis and panel data analysis. Early life and education Hsiao was born in Chongqing, China. Because his father was a member of the Kuomintang, Hsiao's family moved to Taiwan through British Hong Kong during the Kuomintang Retreat after the Chinese Civil War. Hsiao was raised in Taiwan and received his primary and secondary education there. He graduated from National Taiwan University with a Bachelor of Arts (B.A.) in economics in 1965, then briefly served in the Republic of China Air Force. After finishing his military service, Hsiao was introduced by his father to Nobel laureate Friedrich Hayek, who wrote a letter recommending Hsiao for studies in England at the University of Oxford. As a member of Balliol College, Hsiao earned a Bachelor of ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Journal Of Econometrics
The ''Journal of Econometrics'' is a monthly peer-reviewed academic journal covering econometrics. It was established in 1973. The editors-in-chief are Michael Jansson (University of California Berkeley) and Aureo de Paula (University College London). According to the ''Journal Citation Reports'', the journal has a 2023 impact factor of 9.9. The journal covers work dealing with estimation and other methodological aspects of the application of statistical inference to economic data, as well as papers dealing with the application of econometric techniques to economics Economics () is a behavioral science that studies the Production (economics), production, distribution (economics), distribution, and Consumption (economics), consumption of goods and services. Economics focuses on the behaviour and interac .... Unusually among journals the title of Fellow of Journal of Econometrics is offered to anyone publishing four or more articles in the Journal.Maasoumi, E. (1992). Fel ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Labour Force Survey
Labour Force Surveys are statistical surveys conducted in a number of countries designed to capture data about the labour market. All European Union member states are required to conduct a Labour Force Survey annually. Labour Force Surveys are also carried out in some non-EU countries. They are used to calculate the International Labour Organization (ILO)-defined unemployment rate. The ILO agrees the definitions and concepts employed in Labour Force Surveys. History United States In 1940, the Works Progress Administration started the Monthly Report of Unemployment, a national sample survey of households. In 1942, it was transferred to the Census Bureau with the new name of the Monthly Report on the Labor Force. It further became the Current Population Survey in 1948 with a wider scope of demographic, social, and economic characteristics of the population. While the Census Bureau has continued to collect the data, the Bureau of Labor Statistics has been in charge of analysis and ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
National Longitudinal Surveys
The National Longitudinal Surveys (NLS) are a set of surveys sponsored by the Bureau of Labor Statistics (BLS) of the U.S. Department of Labor. These surveys have gathered information at multiple points in time on the labor market experiences and other significant life events of several groups of men and women. Each of the NLS samples consists of several thousand individuals, many of whom have been surveyed over several decades.“NLS Overview.” ''National Longitudinal Surveys'', www.nlsinfo.org/content/getting-started/intro-to-the-nls/nls-user-brochures. Retrieved 7-3-2018. __TOC__ Surveys The National Longitudinal Survey of Youth 1997 (NLSY97) began in 1997 with 8,984 men and women born in 1980-84 (ages 12–17 in 1997). Sample members were interviewed annually from 1997 to 2011 and biennially thereafter. The 2015 interview was conducted with 7,103 men and women ages 30–36. Data are available from Round 1 (1997–98) to Round 17 (2015–16).“Using the NLS to Study Employm ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
China Family Panel Studies
China Family Panel Studies (CFPS, zh, 中国家庭追踪调查) is a nationally representative, biennial longitudinal general social survey project designed to document changes in Chinese society, economy, population, education, and health. The CFPS was launched in 2010 by the Institute of Social Science Survey (ISSS) of Peking University, China. The data were collected at the individual, family, and community levels and are targeted for use in academic research and public policy analysis. CFPS focuses on the economic and non-economic well-being of the Chinese people, and covers topics such as economic activities, educational attainment, family relationships and dynamics, migration, and physical and mental health. The themes cover social, economic, education, health and so forth. Datasets Datasets are available on thChina Family Panel Studies main website Principal investigators Xie, Yu: Peking University, and Princeton University Zhang, Xiaobo: Peking University Tu, Ping ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Panel Study Of Income Dynamics
The Panel Study of Income Dynamics (PSID) is a longitudinal panel survey of American families, conducted by the Survey Research Center at the University of Michigan. The PSID measures economic, social, and health factors over the life course of families over multiple generations. Data have been collected from the same families and their descendants since 1968. It has been claimed that it is the world’s longest running household panel survey, and more than 7,600 peer-reviewed publications have been based on PSID data. As of 2025, Thomas Crossley of the University of Michigan's Institute for Social Research is the director of PSID. Background The PSID gathers data about the circumstances of the family as a whole and about each individual in the family. The greatest level of detail is gathered for the primary adult(s) heading the family. The PSID has achieved high and consistent response rates, and because of low attrition and the success in following young adults as they form t ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
LLMDB
The Lifelong Labour Market Database (LLMDB2) is a panel data set, owned by the Department for Work and Pensions in Britain. LLMDB2 holds a 1% sample from the new ''National Insurance Recording System (NIRS2)'' and is a fully representative sample of around 600000 people. LLMDB2 started to record the income and other characteristics of its individuals in 1978. It is especially useful for the analysis of private pension A private pension is a plan into which individuals privately contribute from their earnings, which then will pay them a pension after retirement. It is an alternative to the state pension. Usually, individuals invest funds into saving schemes or m ... contributions. It is used for the Pensim2 microsimualtion model. External links LLMDB2 at DWP Department for Work and Pensions Economic data Panel data ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
Survey Of Income And Program Participation
The Survey of Income and Program Participation (SIPP) is a statistical survey conducted by the U.S. Census Bureau. The SIPP is designed to provide accurate and comprehensive information about the incomes of American individuals and households and their participation in income transfer programs. The survey's mission is to provide a nationally representative sample for evaluating annual and sub-annual income dynamics, movements into and out of government transfer programs, family and social context of individuals and households, and interactions among these items. A major use of the SIPP has been to evaluate the use of and eligibility for government programs and to analyze the impacts of options for modifying them. SIPP data are used to evaluate the effectiveness of Federal, state, and local government programs. Methods The SIPP gathers information from a series of panels, each with 14,000 to 37,000 households. Each panel lasts from 2.5 to 4 years. The SIPP sample is a multista ... [...More Info...] [...Related Items...] OR: [Wikipedia] [Google] [Baidu] |
