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Data.gov
Unrestricted Use
Public Domain
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The home of the U.S. Government’s open data. Here you will find data, tools, and resources to conduct research, develop web and mobile applications, design data visualizations, and more. Topics include Agriculture, Business, Climate, Education, Energy, Ecosystems, Manufacturing and more.

Subject:
Applied Science
Information Science
Life Science
Physical Science
Social Science
Material Type:
Data Set
Provider:
U.S. General Services Administration
Provider Set:
Office of Citizen Services and Innovative Technologies
Date Added:
03/04/2016
Think Stats: Probability and Statistics for Programmers
Conditional Remix & Share Permitted
CC BY-NC
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Think Stats is an introduction to Probability and Statistics for Python programmers.

*Think Stats emphasizes simple techniques you can use to explore real data sets and answer interesting questions. The book presents a case study using data from the National Institutes of Health. Readers are encouraged to work on a project with real datasets.
*If you have basic skills in Python, you can use them to learn concepts in probability and statistics. Think Stats is based on a Python library for probability distributions (PMFs and CDFs). Many of the exercises use short programs to run experiments and help readers develop understanding.

Subject:
Applied Science
Computer Science
Mathematics
Statistics and Probability
Material Type:
Textbook
Provider:
Green Tea Press
Author:
Allen Downey
Date Added:
01/01/2014
Time Series Analysis
Conditional Remix & Share Permitted
CC BY-NC-SA
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The course provides a survey of the theory and application of time series methods in econometrics. Topics covered will include univariate stationary and non-stationary models, vector autoregressions, frequency domain methods, models for estimation and inference in persistent time series, and structural breaks.
We will cover different methods of estimation and inferences of modern dynamic stochastic general equilibrium models (DSGE): simulated method of moments, Maximum likelihood and Bayesian approach. The empirical applications in the course will be drawn primarily from macroeconomics.

Subject:
Economics
Mathematics
Social Science
Statistics and Probability
Material Type:
Full Course
Provider:
MIT
Provider Set:
MIT OpenCourseWare
Author:
Mikusheva, Anna
Date Added:
09/01/2013
World Economy OER
Conditional Remix & Share Permitted
CC BY-NC
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TheGlobalEconomy.com is an open educational resource on the world economy. It is used by faculty and students at more than 150 colleges and universities around the world, researchers, journalists, and others. The website offers interactive data tools for over 200 countries. Users can generate and download custom charts that compare countries and track them over time. The data are updated regularly and are supplemented with definitions and sources. Besides providing data tools, we also explain key concepts about economic growth and development, exchange rates, international trade and investment, financial systems, and other topics. The guide offers a glossary of economic terms, suggestions for student research, and a directory of international organizations, blogs, media outlets, teaching tools, and other resources on the world economy.

Subject:
Business and Communication
Economics
Social Science
Material Type:
Diagram/Illustration
Primary Source
Teaching/Learning Strategy
Provider:
Individual Authors
Provider Set:
TheGlobalEconomy.com
Author:
Neven Valev
Date Added:
04/09/2014