Methods and Statistics in Social Sciences Specialization

Start Date: 02/23/2020

Course Type: Specialization Course

Course Link:

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About Course

Identify interesting questions, analyze data sets, and correctly interpret results to make solid, evidence-based decisions. This Specialization covers research methods, design and statistical analysis for social science research questions. In the final Capstone Project, you’ll apply the skills you learned by developing your own research question, gathering data, and analyzing and reporting on the results using statistical methods.

Course Syllabus

Quantitative Methods
Qualitative Research Methods
Basic Statistics
Inferential Statistics

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Course Introduction

Critically Analyze Research and Results Using R. Learn to recognize sloppy science, perform solid research and do appropriate data analysis. Methods and Statistics in Social Sciences Specialization This specialization is designed for advanced undergraduate students and doctoral level professionals interested in mathematics and statistics in social sciences. The course teaches the basic concepts of data analysis and interpretation, and introduces the tools necessary to interpret and analyse data in the social sciences. This specialization requires an introductory knowledge of basic statistics and linear regression. You should be able to understand and apply the regression coefficients to make sense of your data. You should also be able to understand regression diagnostics and the limitations of regression analysis. We will assume that you are familiar with the theory of statistics. If you are not, proceed through the other courses in this specialization. This specialization requires some previous experience with statistical analysis. If you have seen the videos from the course Introduction to Data Analysis in R and if you know the basics of Excel, you should be good to go. If you do not know any of these, proceed through the other courses in this specialization. The course is designed to help you absorb as much as possible the concepts and introduce you to the data that you will use in our final project. This course is designed for people that have a basic knowledge of statistics and computer science. It also assumes that you will know how to use Excel. If you do not know how to use Excel, proceed through the other courses in this specialization. The course is organized around ten modules. In each module you will find interactive hands-on exercises. Each module is paired with a video

Course Tag

Statistics Statistical Inference R Programming Qualitative Research

Related Wiki Topic

Article Example
Social statistics Methods, techniques and concepts used in quantitative social sciences include:
Social statistics The use of statistics has become so widespread in the social sciences that many universities such as Harvard, have developed institutes focusing on "quantitative social science." Harvard's Institute for Quantitative Social Science focuses mainly on fields like political science that incorporate the advanced causal statistical models that Bayesian methods provide. However, some experts in causality feel that these claims of causal statistics are overstated,
Social statistics Statistics and statistical analyses have become a key feature of social science. Statistics is employed in economics, psychology, political science, sociology and anthropology. There is a debate regarding the uses and value of statistical methods in social science, especially in political science, with some statisticians questioning the policy conclusions of political partisans who overestimate the interpretive power that non-robust statistical methods such as simple and multiple linear regression allow. Indeed, an important axiom that social scientists cite, but often forget, is that "correlation does not imply causation."
Swiss Centre of Expertise in the Social Sciences In addition, the FORS organises teaching and learning events, including the annual Swiss Summer School on Methods in the Social Sciences, monthly seminars on research methodology (in collaboration with social science faculty partners (MISC and IMA), workshops at Swiss universities and universities of applied sciences, as well as international conferences. FORS also offers a data portal to public statistics—COMPASS.
International Union for Prehistoric and Protohistoric Sciences - Historiography, methods and theories (history of archaeology, theories and methods in archaeology, various methods used in the archaeology and related to sciences, natural sciences, applied sciences, biological sciences, social sciences, economic sciences, etc.),
Mathematical Models and Methods in Applied Sciences Mathematical Models and Methods in Applied Sciences is a journal founded in 1991 and published by World Scientific. It covers: mathematical modelling of systems in the applied sciences(physics, mathematical physics, natural, and technological sciences); qualitative and quantitative analysis of mathematical physics and technological sciences; and numerical and computer treatment of mathematical models or real systems.
Statistical Methods in Medical Research " Statistical Methods in Medical Research" is abstracted and indexed in, among other databases: SCOPUS, and the Social Sciences Citation Index. According to the "Journal Citation Reports", its 2013 impact factor is 2.957, ranking it 14 out of 85 journals in the category ‘Health Care Sciences & Services’., 5 out of 119 journals in the category ‘Statistics & Probability’., 6 out of 52 journals in the category ‘Mathematical & Computational Biology’. and 3 out of 25 journals in the category ‘Medical Informatics’.
Social statistics Social scientists use social statistics for many purposes, including:
Statistics Statistics is applicable to a wide variety of academic disciplines, including natural and social sciences, government, and business. Statistical consultants can help organizations and companies that don't have in-house expertise relevant to their particular questions.
Sociological Methods & Research "Sociological Methods & Research" is abstracted and indexed in Scopus and the Social Sciences Citation Index. According to the "Journal Citation Reports", its 2013 impact factor is 2.292, ranking it 7 out of 138 journals in the category "Sociology" and 6 out of 45 journals in the category "Social Sciences, Mathematical Methods".
The Netherlands Society for Statistics and Operations Research The association provides several magazines and organizes conferences and other meetings in the field of mathematical statistics, the medical statistics and biostatistics, statistics in the social sciences, the psychometrics, the econometrics, and decision making.
Communications in Statistics "Communications in Statistics – Theory and Methods" is indexed in the following services:
Brazilian Institute of Geography and Statistics The Center for Documentation and Information Dissemination is responsible for documentation and dissemination of information produced by the institute as well as coordinating the 27 CDDIs in the country, and the National School of Statistical Sciences, besides being responsible for training the institute's employees, is a federal institution of higher learning that offers the following courses: BA in Statistics; specialization in Environmental Analysis and Management Planning, and Masters in Population Studies and Social Research.
Social and Behavioral Sciences Team The Social and Behavioral Sciences Team is a group of experts in applied behavioral science that translates findings and methods from the social and behavioral sciences into improvements in Federal policies and programs for the benefit of the American people. The SBST is chaired by the White House Office of Science and Technology Policy (OSTP) and represents a dozen member agencies across the Federal Government, as well as offices within the Executive Office of the President. SBST also receives critical support from the General Services Administration. The Executive Order charges SBST with providing advice and policy guidance to Federal agencies in support of the order.
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History of the social sciences Around the start of the 20th century, Enlightenment philosophy was challenged in various quarters. After the use of classical theories since the end of the scientific revolution, various fields substituted mathematics studies for experimental studies and examining equations to build a theoretical structure. The development of social science subfields became very quantitative in methodology. Conversely, the interdisciplinary and cross-disciplinary nature of scientific inquiry into human behavior and social and environmental factors affecting it made many of the natural sciences interested in some aspects of social science methodology. Examples of boundary blurring include emerging disciplines like social studies of medicine, sociobiology, neuropsychology, bioeconomics and the history and sociology of science. Increasingly, quantitative and qualitative methods are being integrated in the study of human action and its implications and consequences. In the first half of the 20th century, statistics became a free-standing discipline of applied mathematics. Statistical methods were used confidently.
Oxford Bulletin of Economics and Statistics According to the "Journal Citation Reports", the journal has a 2011 impact factor of 1.0, ranking it 20th out of 45 journals in the category "Social Sciences Mathematical Methods", 51st out of 116 journals in the category "Statistics & Probability" and 126th out of 321 journals in the category "Economics".
Social sequence analysis Sequence analysis methods were first imported into the social sciences from the biological sciences by the University of Chicago sociologist Andrew Abbott in the 1980s, and they have since developed in ways that are unique to the social sciences. Scholars in psychology, economics, anthropology, demography, communication, political science, and especially sociology have been using sequence methods ever since.
Social and Decision Sciences (Carnegie Mellon University) The Department of Social and Decision Sciences (SDS) is an interdisciplinary academic department within the Dietrich College of Humanities and Social Sciences at Carnegie Mellon University. The Department of Social and Decision Sciences is headquartered in Porter Hall in Pittsburgh, Pennsylvania and is led by Department Head Linda C. Babcock. SDS has a world-class reputation for research and education programs in decision-making in public policy, economics, management, and the behavioral social sciences.
Mathematical sciences Statistics, for example, is mathematical in its methods but grew out of scientific observations which merged with inverse probability and grew through applications in the social sciences, some areas of physics and biometrics to become its own separate, though closely allied field. Computer science, computational science, population genetics, operations research, cryptology, econometrics, theoretical physics, and actuarial science are other fields that may be considered part of mathematical sciences.