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Statistical theory

From Wikipedia, the free encyclopedia.
The theory of statistics includes a number of topics:

Statistical models of the sources of data and typical problem formulation:

  1. Sampling from a finite population
  2. Measuring observational error and refining procedures
  3. Studying statistical relations

Planning statistical research to measure and control observational error:

  1. Design of experiments to determine treatment effects
  2. Survey sampling to describe natural populations

Summarizing statistical data in conventional forms (also known as descriptive statistics)

  1. Choosing summary statistics to describe a sample
  2. Fitting probability distributions to sample data

Interpreting statistical data is the final objective of all research:

  1. Common assumptions that we make
  2. Likelihood principle
  3. Estimating parameters
  4. Testing statistical hypotheses
  5. Revising opinions in statistics

See also

probability, statistics, list of statistical topics



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Statistical Innovations Inc.
Innovative applications of statistical modeling: three statistical software packages in statistical modeling; consulting and training services. Based in Boston, MA, USA. Innovative applications of statistical modeling: three statistical software packages in statistical modeling; consulting and ...
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Rainer's Home Page for Statisticians
... WWW servers in Statistics, mailing lists and newsgroups, statistical associations and departments, statistical software, miscellaneous, statistical quotes, and a directory of professional statisticians worldwide ... WWW servers in Statistics, mailing lists and newsgroups, statistical associations and departments, statistical software, miscellaneous, statistical quotes, and a directory ...
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Douglas M. Hawkins
Statistical Consultant and Professor of Statistics. Statistical methodology, design, and data analysis for government, commerce and industry. Based in Edina, MN, USA. Statistical Consultant and Professor of Statistics. Statistical methodology, design, and data analysis for government, commerce ...
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Applied Statistical Consultants
Providers of industrial and applied statistical services including DOE, SPC, survey design and analysis ... Maine/New Hampshire. Providers of industrial and applied statistical services including DOE, SPC, survey design and analysis ...
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Ethics in Statistical Practice
... The Committee on Professional Ethics of the American Statistical Association produced guidelines to encourage ethical and effective statistical work in morally conducive working environments. How can ... The Committee on Professional Ethics of the American Statistical Association produced guidelines to encourage ethical and effective statistical work in morally conducive working environments.
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Public Access Statistical Services
Provides statistical analysis and technical support for all kinds of organizations and businesses. Provides statistical analysis and technical support for all kinds of ...
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Quantex Research Statistical Consultancy
Specialises in statistical consultancy in engineering and industry, with emphasis on ... too little use of proper statistics. Specialises in statistical consultancy in engineering and industry, with emphasis on ...
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Statistical Services
Offers statistical consulting services for clinical studies, finance, insurance, transportation ... manufacturing and utilities. Page includes company profile. Offers statistical consulting services for clinical studies, finance, insurance, transportation ...
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New Zealand Statistical Association
... Zealand to value and make intelligent use of statistical thinking and good statistical practice. New Zealand's only association for professional ... Zealand to value and make intelligent use of statistical thinking and good statistical practice.
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SMU Center for Statistical Consulting & Research
Statistical consulting services by Ph.D. statisticians. Application areas ... traffic modeling, biostatistics, survey sampling, and environmental studies. Statistical consulting services by Ph.D. statisticians. Application areas ...
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