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  2. Partial least squares regression - Wikipedia

    en.wikipedia.org/wiki/Partial_least_squares...

    Partial least squares (PLS) regression is a statistical method that bears some relation to principal components regression and is a reduced rank regression; [1] instead of finding hyperplanes of maximum variance between the response and independent variables, it finds a linear regression model by projecting the predicted variables and the observable variables to a new space of maximum ...

  3. Theories of second-language acquisition - Wikipedia

    en.wikipedia.org/wiki/Theories_of_second...

    The main purpose of theories of second-language acquisition (SLA) is to shed light on how people who already know one language learn a second language. The field of second-language acquisition involves various contributions, such as linguistics, sociolinguistics, psychology, cognitive science, neuroscience, and education. These multiple fields ...

  4. Skill-based theories of second-language acquisition - Wikipedia

    en.wikipedia.org/wiki/Skill-based_theories_of...

    These theories conceive of second-language acquisition as being learned in the same way as any other skill, such as learning to drive a car or play the piano. That is, they see practice as the key ingredient of language acquisition. The most well-known of these theories is based on John Anderson's adaptive control of thought model. [1]

  5. Statistical learning in language acquisition - Wikipedia

    en.wikipedia.org/wiki/Statistical_learning_in...

    A spectrogram of a male speaker saying the phrase "nineteenth century". There is no clear demarcation where one word ends and the next begins. It is a well-established finding that, unlike written language, spoken language does not have any clear boundaries between words; spoken language is a continuous stream of sound rather than individual words with silences between them. [2]

  6. Interaction hypothesis - Wikipedia

    en.wikipedia.org/wiki/Interaction_hypothesis

    In psycholinguistics, the interaction hypothesis is a theory of second-language acquisition which states that the development of language proficiency is promoted by face-to-face interaction and communication. [1] Its main focus is on the role of input, interaction, and output in second language acquisition. [2]

  7. Statistical language acquisition - Wikipedia

    en.wikipedia.org/wiki/Statistical_Language...

    Statistical language acquisition, a branch of developmental psycholinguistics, studies the process by which humans develop the ability to perceive, produce, comprehend, and communicate with natural language in all of its aspects (phonological, syntactic, lexical, morphological, semantic) through the use of general learning mechanisms operating on statistical patterns in the linguistic input.

  8. Input hypothesis - Wikipedia

    en.wikipedia.org/wiki/Input_hypothesis

    This theory is at the core of modern language acquisition theory [citation needed], and is perhaps the most fundamental of Krashen's theories. Acquisition of language is a natural, intuitive, and subconscious process of which individuals need not be aware. One is unaware of the process as it is happening and, when the new knowledge is acquired ...

  9. Second-language acquisition - Wikipedia

    en.wikipedia.org/wiki/Second-language_acquisition

    The academic discipline of second-language acquisition is a sub-discipline of applied linguistics.It is broad-based and relatively new. As well as the various branches of linguistics, second-language acquisition is also closely related to psychology and education.