I have a list of Data Processing Methods. Please help me expand it.
- average value, geometric mean, harmonic mean, median, mode
- percentile, quartile, Q1-to-Q3-difference
- standard deviation, dispersion, standard error
- skewness, kurtosis, excess kurtosis
- regression analysis, OLS, correlation, z-test, t-distribution
- fixed effect model, random effect model
- time series analysis, time series forecasting
- The concept of causal connection: the Neumann-NAME_1. Internal validity. Types of experimental design. Randomized experiment: principles, advantages. Design construction: definition of dependent and independent variable, sample design, determination of experiment duration. Experimental conditions and problems with internal validity. Quasi-experimental design methods. Discontinuous regression as a method for estimating effects. Multicriteria methods: analytical hierarchical methods, methods for solving group ranking problems. Aggregation of text scores. Rating and aggregation of numerical estimates. General principles of decision-making theory. Normative theory of decision making. Descriptive theory of decision-making. Provide response in all capital letters, no lowercase letters allowed.
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