PhD in Multivariate Data Analysis at Carnegie Mellon University

    PhD in Multivariate Data Analysis at Carnegie Mellon University

    PhD in Multivariate Data Analysis at Carnegie Mellon University

    Study Multivariate Data Analysis at Carnegie Mellon University, a PhD degree offered at its main campus in Pittsburgh , United States of America. This Full Time program is delivered on campus in English and takes approximately 4 years to complete. Students benefit from a structured learning experience designed to build both theoretical knowledge and practical experience. The next intake is scheduled for August 22, 2027.

    About PhD in Multivariate Data Analysis

    Researchers frequently collect measurements on several variables simultaneously. Multivariate statistics is focused on the analysis of these simultaneous measurements. It generalizes the ideas of univariate data analysis to create analyses that are more powerful both in a statistical as well as a practical sense. This power comes with the added costs of multivariate notation and computing effort. Since statistical software can readily handle the complex statistical calculations that are necessary, the goal for this course is provide students with the supporting knowledge to interpret these results, select appropriate techniques, and evaluate the strengths and weaknesses of these approaches. The course covers the following topics: multivariate normal distribution, general linear model, multivariate regression, MANOVA, clustering, principal components and factor analysis. This course is specifically designed for graduate students who intend to do empirical research and focuses on how to apply multivariate statistics to large datasets that involve structured numerical data as well as unstructured data like text and social networks.

    Requirements and Admission Criteria for PhD in Multivariate Data Analysis at Carnegie Mellon University

    Entry Requirements

    GPA

    3.41

    Average

    3.43

    Median

    3.03-3.76

    Middle 80%

    English Requirements

    • IELTSMin 7.5
    • TOEFLMin 102

    English Program Requirements

    Candidates are required to demonstrate a level of competence in English to meet the admissions requirements of the university. You are required to take a TOEFL, IELTS, or Duolingo exam unless:

    • You attended an undergraduate institution, earning a bachelor’s degree, where the sole language of instruction was English.
    • You earned a graduate degree where the sole language of instruction was English. (Although not required, we do recommend that you take the English Language Proficiency exam.)

    You must request that the official score be sent from the testing agency to our program for us to verify the score entered into the application. Request that the official score be sent to us using the following codes:

    • TOEFL Program Code: Institutional Code = 2074; Departmental Code = 02
      • Pro Tip: The recommended TOEFL score is 25 on each section of the Internet-based test. The minimum TOEFL scores required to apply for admission are: Reading: 20, Listening: 20, Speaking: 20, Writing: 20
    • IELTS Program Code: Select Carnegie Mellon and the Tepper School of Business 
      • Pro Tip: The recommended IELTS score is 7 overall and 7 in each band. The minimum IELTS scores required to apply for admission are: Listening: 7, Reading: 7, Writing: 7, Speaking: 7, Overall Band: 7
    • Duolingo Program Code: Select Carnegie Mellon University – Tepper School of Business
      • Pro Tip: The recommended Duolingo English Test (DET) score is 120 overall

    Pro Tip: TOEFL and IELTS scores are valid for two years and must be valid at the time you submit your application.

    Pro Tip: If you earned a degree from a non-U.S. institution, your academic documents should state that the sole language of instruction for the entire university was English in order to be eligible for a TOEFL/IELTS/Duolingo waiver. If your academic documents don’t include this, you should upload an official letter from the University Registrar indicating English as the mode of instruction for the entirety of the degree.

    Tuition and Fee Information for PhD in Multivariate Data Analysis at Carnegie Mellon University

    Application Fee 75
    PhD in Multivariate Data Analysis at Carnegie Mellon University
    Carnegie Mellon University
    Carnegie Mellon University
    United States of America

    United States of America, Pittsburgh

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