Graduate Certificate in Clinical Trials: Design and Analysis

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Program Objectives

The NJIT Department of Mathematics offers two types of courses: theoretical and practical. Graduates from this program will understand the concepts of advanced statistical techniques as well as modern day software that utilize these concepts.

Learning Outcomes:

Probability Distributions - Probability, conditional probability, random variables and distributions, independence, expectation, moment generating functions, useful parametric families of distributions, transformation of random variables, order statistics, sampling distributions under normality, the central limit theorem, convergence concepts and illustrative applications.

Approaches to Quantitative Analysis in the Life Sciences - Case studies of common data analytic methods used in the life sciences. The case studies are designed to help students who are interested in applications of statistical thinking to biological sciences appreciate the scope of quantitative methods, their underlying concepts, assumptions and limitations.

Clinical Trials Design and Analysis - Statistical methods and issues in the design of clinical trials and analysis of their data. Topic include clinical trial designs for phases 1-4, randomization principle and procedures, analysis of pharmacokinetic data for bioequivalence, multi-center trials, categorical data analysis, survival analysis, longitudinal data analysis, interim analysis, estimation of sample size and power, adjustment for multiplicity, evaluation of adverse events, and regulatory overview.

Statistical Inference - Data reduction principles: sufficiency and likelihood. Theory and methods of point estimation and hypothesis testing, interval estimation, nonparametric tests, introduction to linear models.

Sampling Theory - Role of sample surveys. Sampling from finite populations. Sampling designs, the Horowitz-Thompson estimator of the population mean. Different sampling methods, simple random sampling, stratified sampling, ratio and regression estimates, cluster sampling, systematic sampling.

Design and Analysis of Experiments - Statistically designed experiments and their importance in data analysis, industrial experiments. Role of randomization. Fixed and random effect models and ANOVA, block design, latin square design, factorial and fractional factorial designs and their analysis.

Khoa bạn sẽ vào học

College of Science and Liberal Arts

Các hình thức học tập

Toàn thời gian (12 giờ tín chỉ)

Học phí
US$21,120.00 (523,142,400 đ) một năm
USD $1,760 per credit

*Thông tin chi phí có thể chưa cập nhật tại thời điểm bạn xem. Vui lòng liên hệ nhà trường để kiểm tra lại.

Ngày bắt đầu

Dự kiến Tháng Chín 2024

Địa điểm

College of Science and Liberal Arts

Cullimore Hall, Room 207,

University Heights,

NEWARK,

New Jersey,

07102, United States

Yêu cầu đầu vào

Dành cho sinh viên quốc tế

To be considered for a Graduate Certificate program at NJIT, you must have completed a Bachelor's degree, or its equivalent elsewhere, and demonstrate high academic achievement in an appropriate discipline.

The Test of English as a Foreign Language (TOEFL), Duolingo or the International English Language Testing System (IELTS) may be asked of international applicants not holding a degree from a United States post-secondary institution. The minimum score required is 79 for the Internet-based TOEFL exam, 213 for the computer-based TOEFL exam, or 550 for the paper-based TOEFL exam. A minimum score of 6.5 with no sub-score lower than 6.0 is required for the IELTS exam or 120 on the Duolingo exam.

*Có thể có những yêu cầu khác nhau về IELTS tùy thuộc vào khóa học bạn chọn

THÊM VÀO DANH SÁCH YÊU THÍCH

Giới thiệu trường New Jersey Institute of Technology

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  • Đại học số 1 ở Mỹ về khả năng nâng cao đời sống
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  • Học xá sôi động, cách khu Manhattan, New York chỉ 20 phút
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