💡 Words with a Similar Meaning to "Data generating process"
Found via reverse dictionary — words that share a conceptual meaning.
| Word | Definition |
|---|---|
| empirical process | In probability theory, an empirical process is a stochastic process that characterizes the deviation of the empirical distribution function from its expectation. |
| data collectionnoun | (statistics) The process of gathering and measuring information on targeted variables in an established system. |
| statistical model | A statistical model is a mathematical model that embodies a set of statistical assumptions concerning the generation of sample data (and similar data from a larger population). |
| statistical inferencenoun | (statistics) The drawing of conclusions about a population from a random sample drawn from it, or, more generally, about a random process from its observed behavior during a finite period of time. |
| statisticsnoun | A systematic collection of data on measurements or observations, often related to demographic information such as population counts, incomes, population counts at different ages, etc. |
| outline of statistics | — |
| stochastic processnoun | (mathematics, probability theory) A function that maps elements of an index set to elements of a collection of random variables; historically, a collection of random variables indexed by a set of numbers usually regarded as points in time. |
| random variablenoun | (statistics, loosely) A quantity whose value is random and to which a probability distribution is assigned, such as the possible outcome of a roll of a dice. |
| empirical measure | In probability theory, an empirical measure is a random measure arising from a particular realization of a (usually finite) sequence of random variables. |
| mathematical statisticsnoun | (statistics) The study of statistics from a purely mathematical standpoint, using probability theory, measure theory, linear algebra and analysis. |
| probability distributionnoun | (statistics) A distribution of all possible values of a random variable together with an indication of their probabilities. |
| estimation theorynoun | A branch of statistics that deals with estimating the values of parameters based on measured empirical data that has a random component. |
| system identification | alt=System identification methods.png|thumb|System identification methods.png |
| quantitative researchnoun | The systematic scientific investigation of quantitative properties and phenomena and their relationships, using statistical methods. |
| inferential statisticsnoun | (statistics) A branch of statistics studying statistical inference—drawing conclusions about a population from a random sample drawn from it, or, more generally, about a random process from its observed behavior during a finite period of time. |
| sampling distribution | In statistics, a sampling distribution or finite-sample distribution is the probability distribution of a given random-sample-based statistic. |
| founders of statistics | Statistics is the theory and application of mathematics to the scientific method including hypothesis generation, experimental design, sampling, data collection, data summarization, estimation, prediction and inference from those results to the population from which the experimental sample was drawn. |
| survey sampling | In statistics, survey sampling describes the process of selecting a sample of elements from a target population to conduct a survey. |
| statistical model validation | In statistics, model validation is the task of evaluating whether a chosen statistical model is appropriate or not. |
| data analysisnoun | (data management) The process of inspecting, cleansing, transforming, and modeling data with the goal of discovering useful information, informing conclusions, and supporting decision-making. |
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