Keywords: statistical methods, inference, models, clinical, software, bootstrap, resampling, PCA, ICA Abstract: Statistics represents that body of methods by which characteristics of a population are . + [Examples, Sources, & Analysis] Aside from consulting the primary origin or source, data can also be collected through a third party, a process common with secondary data. Data is available for over 100 countries and more than 100,000 companies. Email: arno@salk.edu. It's a source for unique statistics and analysis based on a mix of original public opinion polling and data other sources. The PRS Group maintains multiple databases of country-specific information, reports and an international risk guide as part of its primary business, monitoring the climate for international business around the world. The economics and statistics section of the Asian Development Bank (ADB) website provides information about international poverty, the environment, and general economic indicators. 7.9. . Comparative Statistics Sources. Some examples of primary sources consist of transcripts from interviews, artworks, or even statistical data that might be used. statistics about this workforce. Statistical series on subjects ranging from population and land area to production figures for crops and manufactured products. 1. It is a technique used in combination with other data analysis tools. The stock market indices go back to 1693. Statistical process control (SPC) is the application of the same 14 tools to control process inputs (independent variables). Information can be organized by topic or alphabetically. Annual. An example use of statistics is in the analysis of medical research. International Historical Statistics: Africa, Asia, and Oceania, 1750-2010. ADMB - a software suite for non-linear statistical modeling based on C++ which uses automatic differentiation. Found inside – Page 18Typical examples of sources of this type which in statistical terms can be considered a single population are : ( 1 ) Quarries or pits of only one geologic ... Sir Ronald Aylmer Fisher, is known as the father of the modern science of statistics. The site focuses on the changing relationship between human beings and the environment. The World Bank Data tab is a portal to an enormous database of world statistics. 2,460 fields of data are offered, which can be accessed across specified years and countries. An advanced and user friendly search engine makes the search activity easy to use. Summary statistics on the social, political and economic organization of the United States. The only requirements are that you register on globalEDGE using an institutional (.edu or .gov) email address and provide a description of the study you are conducting using DIBS (each time you download data). Created by the United Nations Conference on Trade and Development (UNCTAD), this statistical database provides extensive coverage of topics including economic trends, foreign direct investment (FDI) in-flows, out-flows, and stocks, population, commodity prices, and many others. Fields range from GDP to infrastructure, and statistics can be downloaded in Excel. Data Basics is a module in Data-Planet that provides resources and examples for citing datasets and statistics when incorporating them into research. Here is an example of a statistical file data source using Tableau Desktop on a Windows computer: Note the following: The Statistical File connector does not support value labels. The harmonic mean, sometimes called the subcontrary mean, is the reciprocal of the arithmetic mean() of the reciprocals of the data. If the biologist set her significance level \(\alpha\) at 0.05 and used the critical value approach to conduct her hypothesis test, she would reject the null hypothesis if her test statistic t* were less than -1.6939 (determined using statistical software or a t-table):s-3-3. TensorFlow Probability. Statistical significance is a term used by researchers to state that it is unlikely their observations could have occurred under the null hypothesis of a statistical test.Significance is usually denoted by a p-value, or probability value.. Statistical significance is arbitrary - it depends on the threshold, or alpha value, chosen by the researcher. Found inside – Page 184For example, pollution sources are often sited in areas with generally higher than average social deprivation, which is known to be a risk factor for many ... They provide simple summaries about the sample and the measures. Each country page includes tables and graphs based on detailed trade statistics benchmarking the national trade (export and import) performance of the country, and provides several indicators on export supply and import demand. Found inside – Page 8Other sources may include, for example, data on the success of enterprises (e.g., growth of employment, turnover, profit), foreign trade data, ... This statistical core is up-to-date. Tip: Statistics Canada provides sample citations for Census Profiles (formerly Community Profiles) but these are not in APA Style. Together with simple graphics analysis, they form the basis of virtually every quantitative analysis of data. CONCLUSION 3-1 Moving to a paradigm of using multiple data sources requires a new and different information technology architecture than a paradigm based on a single data source. ANOVAs. These publications can be downloaded for free in PDF. + [Examples, Sources, & Analysis] Aside from consulting the primary origin or source, data can also be collected through a third party, a process common with secondary data. This guide provides access to a variety of statistical data from sources including the United States Government and the State of Maryland. In these techniques, demand is forecast based on historical data. Detailed documentation provides brief histories of the statistical series and source materials. Zelig is a unique general purpose statistics program due to its ability to turn the power R but with free diverse examples . The data is drawn primarily from information the IMF staff gathers through its consultations with member countries. Populations. Correlation and regression. Locate a variety of international business resources? In this course you will learn about #statistics and #probability by solving practical problem. Found inside – Page 94For example , as a general - purpose statistical agency , the Bureau of the Census ... series — including compensation data - obtained from other sources . What is Secondary Data? Open-source. Mitchell, B.R. Some faculty have no preference, as long as your sources are cited completely and correctly. The ILOSTAT site allows the user to access data from the International Labour Organization Bureau of Statistics. A separate section is devoted to world development indicators such as agricultural development, economic policy, and the environment. Statistical Sources; Research Database. Since the biologist's test statistic, t* = -4.60, is less than -1.6939, the biologist rejects the null hypothesis. Data published by Chambers of Commerce and trade associations and boards. North American Industry Classification System (NAICS) Canada 2017 Version 3.0: classification structure - 312130 - Wineries. It is a computerized data bank containing statistical tables of demographic and socio-economic data for 227 countries and areas of the world. Descriptive statistics summarize and organize characteristics of a data set. Each report provides agenda-setting data and analysis. Provided by the World Bank's Development Data Group, this resource compiles data on household consumption patterns in developing countries. Beginning in 2003 accompanied by Country Notes which provides sources and methodology for each country. To understand what is statistics better; let's have a look at the example below:- In this pandemic time of covid-19, statistics is used widely. Note: Financial Performance Data contains data for the 2019 data year, which was released (published) in 2021. Statistical and Government Information. It researches the development of democracy and economies as well as societies, using indicators of opinion, attitudes, behaviors and values. Reference List Examples: Statistical Sources, 6. Found inside – Page 65on the whole do not produce reliable national statistics because of the smallness and / or the method of selection of the sample . 15.33 Finally , certain more detailed enquiries are undertaken among particular groups of supplementary ... The examples and exercises that wrap around the statistical core could use some modifications. Mitchell, B.R. Historical Statistics of the United States, Millennial Edition It expresses the opinions, attitudes, and behaviors of more than 600 million inhabitants of the region. The site provides an annual review by BP focusing on statistical data of energy trends worldwide. The publications section of the site provides recent statistical documents available for download in PDF. Example 3: Let's say you have a sample of 5 girls and 6 boys. Open-source. These are sources that index, abstract, organize, compile, or digest other sources. London: Palgrave MacMillan, 2013. For data in electronic format, use Datastream International or Global Insight. Table footnotes provide links to sources of further information. Found insidePamphlet Binder Gaylord Bros. , Inc. - 13 SOURCES " Bureau of Agricultural Economics ... Continued JUL 2 1951 - 14 SOURCES Examples continued : Bureau. Secondary data are those data which have been already collected and analysed by some earlier agency for its own use. Your paper should contain a good mixture of evidence from a variety of sources, as well as well-constructed discussion points. The data is downloadable in "Data Bank" section. The resource includes country level labor-related data covering employment, unemployment, productivity, wages, injuries, and more. Compiled from publications and records of various government and private agencies, it is designed to serve both as a convenient reference volume and as a guide to other statistical sources. The sources of secondary data can broadly be classified under two heads. This site includes the Human Development Reports which can be filtered by year, region, and theme. Profiles can be selected by country and provide information on the history, people, government, economy, geography, communications, transportation, military, and transnational issues for 267 world entities. The Statistical, Economic and Social Research and Training Center for Islamic Countries (SESRIC) was formed to act as a subsidiary organ of the Organization of the Islamic Conference (OIC). Retrieved . The sources of data can be classified into two types: statistical and non-statistical. DAP Public Dashboard provides a window into how people are interacting with the government online. Look at the very bottom of the Census Profile for an URL which can be used in your Reference List entry. Or you could mimic the citation style in one of the journals used by your professor. Sir Ronald Aylmer Fisher, is known as the father of the modern science of statistics. Semi-official sources include State Bank, Boards of Economic Enquiry, etc. Intuitive interface, quality spreadsheet, optimized analysis are the key reasons for its popularity. Annual reports are also available under the flagship publications sections, which includes the International Yearbook of Industrial Statistics and the Industrial Development Report. According to the APA Style blog entry "I can't find the example reference I need in the Publication Manual, what should I do? 2,460 fields of data are offered, which can be accessed across specified years and countries. Statistical sources refer to data that is gathered for some official purposes, incorporate censuses, and officially administered surveys. STATISTICAL TERMS There are many statistics used in social science research and evaluation. To understand what is statistics better; let's have a look at the example below:- In this pandemic time of covid-19, statistics is used widely. Statistical Sources DES (Data Access Tools) A number of different databases from the U.S. Census Bureau. The statistical models used to combine data sources make strong assumptions about the relationships between variables across the different data sources. Also provided through this resource is a business discovery platform, QlikView, which allocates user-driven business data on a variety of organizations worldwide. Local Examples of Research Involving Secondary Data Analysis . Example citations for data owned by other parties. STATISTICAL METHODS 1 STATISTICAL METHODS Arnaud Delorme, Swartz Center for Computational Neuroscience, INC, University of San Diego California, CA92093-0961, La Jolla, USA. Interested academics (i.e., students, faculty, and researchers affiliated with a higher education institution, government agency, or think tank) may download data free of charge. 2. The site contains a tool called The Eurobarometer which allows users to select from a list of over 50 questions regarding the European Union. Free sources include data from the Demographic Yearbook System, Joint Oil Data Inititiative, Millennium Indicators Database, National Accounts Main Aggregates Database (time series 1970- ), Social Indicators, population databases, and more. Industry Canada (2020). Reports are available for downloading and printing. Center for International Earth Science Information Network (CIESIN) is an organization dedicated to making information available to researchers, policy makers, and the general public. A collection of current volumes of the statistical abstracts of many foreign countries. Often data can be downloaded. Canadian industry statistics (CIS): Businesses, furniture stores (NAICS 44211) [Data set]. ",an APA Style reference should contain four elements: The following examples are my interpretations of APA Style. Found inside – Page xv3.5 Example of BN topology describing conditional relationship among a, b, ... of GFIKS (graphical framework to incorporate additional knowledge sources). For example, the harmonic mean of three values a, b and c will be equivalent to 3/(1/a + 1/b + 1 . Quantitative techniques for market research and demand forecasting usually make use of statistical tools. The two main areas of statistics are descriptive and inferential. As a result, one can make assumptions as to the further . https://www12.statcan.gc.ca/census-recensement/2016/dp-pd/prof/index.cfm?Lang=E. Found inside – Page 26Digitizable information from this source of data can be used to measure many ... For each data sources, examples are used to demonstrate how to acquire the ... The Chartbook is published annually by the U.S. Department of Labor’s Bureau of Labor Statistics with past editions on archive. As part of the TensorFlow ecosystem, TensorFlow Probability provides integration of probabilistic methods with deep networks, gradient-based inference via automatic differentiation, and scalability to large datasets and models via hardware acceleration (e.g., GPUs . Statistics Canada (2020, December). Consists of EIU Country Data (international economic data and forecasts on a time series basis), EIU Market Indicators and Forecasts (social, economic, and political risk data), EIU World Investment Service (foreign direct investment), and EIU City Data (detailed cost comparisons of major international cities). ; Go to the next page of charts, and keep clicking "next" to get through all 30,000.; View the sources of every statistic in the book. Data is derived from national governments, trade associations, BIS, IMF, IFC, OECD, the World Bank, and EIU's own researchers. Purposeful bias is the deliberate attempt to influence data findings without even feigning professional accountability. Tertiary Sources. London: Palgrave MacMillan, 2013. The Global Health Observatory (GHO) is a resource compiled by the World Health Organization to provide health-related statistics from around the world. There are two main types of bias: selection bias and response . An introduction to descriptive statistics. This handbook examines the issues involved with using non-statistical sources, and gives practical examples of how those issues can be resolved. Explore some common fallacies, with real-life examples, and find out how you can avoid them. In the definition of statistics; collection, presentation and analysis of data are parts of descriptive statistics whereas drawing conclusion about parameter on basis of statistical inference is a part of inferential statistics. OFFSTATS, run by the University of Auckland Library, has links to resources that provide general and country-specific statistical information. Include the series name as well as the source title in your reference. Under each table is a link to an Excel spreadsheet enabling the user to access the data. Also available are a variety of publications that cover topics such as energy indicators, consumption, energy balances, and emissions. International Financial Statistics Yearbook . Databases provided by the Bureau of the Census including: Annual Survey of Manufactures, Census Tract Street . Interested academics (i.e., students, faculty, and researchers affiliated with a higher education institution, government agency, or . Economist Intelligence Unit As you write with statistics, remember your own experience as a reader of statistics. that appeal to a wider background of multidisciplinary students can make the entire book more relevant. FAOSTAT provides food and agriculture related statistics gathered by the United Nations. 7.5. The globalEDGE Database of International Business Statistics (DIBS) is a comprehensive source of statistical data. International Monetary Fund (2012). The website is an attempt to make the research and data more accessible and provides access to world education indicators which allows the data to be accessed by year, region, or country. By comparing party activists in Augusta and Franklin counties in 1859-1860, one can draw several important conclusions. International Financial Statistics - Database maintained by the International Monetary Fund, with statistics on balance of payments, external trade, prices, and more for countries around the globe. globalEDGE - Your source for business knowledge, globalEDGE Database of International Business Statistics, International Labour Organization: World Employment and Social Outlook - Trends, A Chartbook of International Labor Comparisons: United States, Europe and Asia, African Growth and Opportunity Act (AGOA), Center for International Earth Science Information Network (CIESIN), Global Consumption Database for Developing Countries, International Energy Agency (IEA): Statistics, International Institute for Democracy and Electoral Assistance (IDEA), International Labour Organization (ILO): Labor Statistics Database, International Monetary Fund World Economic Outlook Database, International Trade Center Country Market Analysis, OECD: Explanation of Purchasing Power Parity and Statistics, Organization for Economic Co-Operation and Development (OECD) Factbook, Organization for Economic Co-Operation and Development (OECD): Statistics, Resources for Economists on the Internet (RFE), Statistical, Economic and Social Research and Training Center for Islamic Countries (SESRIC), The BIS International Financial Statistics, U.S. Department of Labor: International Labor Comparisons, United Nations Economic Commission for Europe (UNECE), United Nations Industrial Development Organization (UNIDO) Publications, World Health Organization: Global Health Observatory (GHO), World Trade Organization (WTO): International Trade Statistics, Michigan State Url which can be used in social science research and evaluation Development of democracy and elections worldwide to. 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