- "Statistical inference is the process of using data analysis to infer properties of an underlying distribution of probability."
Statistical analysis is a type of data analysis that involves using statistical methods to analyze data and draw conclusions.
- "Inferential statistical analysis infers properties of a population, for example by testing hypotheses and deriving estimates."
- "It is assumed that the observed data set is sampled from a larger population."
- "Inferential statistics can be contrasted with descriptive statistics. Descriptive statistics is solely concerned with properties of the observed data, and it does not rest on the assumption that the data come from a larger population."
- "In machine learning, the term inference is sometimes used instead to mean 'make a prediction, by evaluating an already trained model'."
- "In this context, inferring properties of the model is referred to as training or learning (rather than inference)."
- "Using a model for prediction is referred to as inference (instead of prediction)."
- "Inferential statistical analysis infers properties of a population, while descriptive statistical analysis is solely concerned with properties of the observed data."
- "Inferential statistical analysis infers properties of a population, for example by... deriving estimates."
- "It is assumed that the observed data set is sampled from a larger population."
- "In machine learning, the term inference is sometimes used instead to mean 'make a prediction, by evaluating an already trained model'."
- "Inferring properties of the model is referred to as training or learning (rather than inference)."
- "Using a model for prediction is referred to as inference (instead of prediction)."
- "Inferential statistical analysis infers properties of a population, for example by testing hypotheses and deriving estimates."
- "Descriptive statistics is solely concerned with properties of the observed data."
- "Descriptive statistics... does not rest on the assumption that the data come from a larger population."
- "It is assumed that the observed data set is sampled from a larger population."
- "In machine learning, the term inference is sometimes used instead to mean 'make a prediction, by evaluating an already trained model'."
- "Inferring properties of the model is referred to as training or learning (rather than inference)."
- "Using a model for prediction is referred to as inference (instead of prediction)."