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  2. EM algorithm and GMM model - Wikipedia

    en.wikipedia.org/wiki/EM_Algorithm_And_GMM_Model

    Firstly, the model parameters and the () can be randomly initialized. In the E-step, the algorithm tries to guess the value of () based on the parameters, while in the M-step, the algorithm updates the value of the model parameters based on the guess of () of the E-step. These two steps are repeated until convergence is reached.

  3. Generalized method of moments - Wikipedia

    en.wikipedia.org/wiki/Generalized_method_of_moments

    In econometrics and statistics, the generalized method of moments (GMM) is a generic method for estimating parameters in statistical models.Usually it is applied in the context of semiparametric models, where the parameter of interest is finite-dimensional, whereas the full shape of the data's distribution function may not be known, and therefore maximum likelihood estimation is not applicable.

  4. Marketing mix modeling - Wikipedia

    en.wikipedia.org/wiki/Marketing_mix_modeling

    Marketing mix modeling (MMM) is an analytical approach that uses historic information to quantify impact of marketing activities on sales. Example information that can be used are syndicated point-of-sale data (aggregated collection of product retail sales activity across a chosen set of parameters, like category of product or geographic market) and companies’ internal data.

  5. Marketing mix - Wikipedia

    en.wikipedia.org/wiki/Marketing_mix

    The contemporary marketing mix which has become the dominant framework for marketing management decisions was first published in 1984. [3] In services marketing, an extended marketing mix is used, typically comprising the 7 Ps (product, price, promotion, place, people, process, physical evidence), made up of the original 4 Ps extended by ...

  6. Choice modelling - Wikipedia

    en.wikipedia.org/wiki/Choice_modelling

    Louviere (marketing and transport) and colleagues in environmental and health economics came to disavow the American terminology, claiming that it was misleading and disguised a fundamental difference discrete choice experiments have from traditional conjoint methods: discrete choice experiments have a testable theory of human decision-making ...

  7. Marketing management - Wikipedia

    en.wikipedia.org/wiki/Marketing_management

    More broadly, marketing managers work to design and improve the effectiveness of core marketing processes, such as new product development, brand management, marketing communications, and pricing. Marketers may employ the tools of business process re-engineering to ensure these processes are properly designed, and use a variety of process ...

  8. GMM - Wikipedia

    en.wikipedia.org/wiki/GMM

    GMM may refer to: Generalized method of moments, an econometric method; GMM Grammy, a Thai entertainment company; Gaussian mixture model, a statistical probabilistic model; Google Map Maker, a public cartography project; GMM, IATA code for Gamboma Airport in the Republic of the Congo

  9. Managerial grid model - Wikipedia

    en.wikipedia.org/wiki/Managerial_grid_model

    The managerial grid model or managerial grid theory (1964) is a model, developed by Robert R. Blake and Jane Mouton, of leadership styles. [1] This model originally identified five different leadership styles based on the concern for people and the concern for production. The optimal leadership style in this model is based on Theory Y.