Introduction to Statistics

Faculty
Leah Isakov
Global Head of BioStatistics, Data Management, Programming and Medical Writing at Seqirus
Course length
Duration
Total hours
Credits
Language
Course type
Fee for single course
Fee for degree students
Skills you’ll learn
Overview
This is introductory course in statistics. Topics discussed include descriptive statistics and statistical inference procedures of estimation, confidence intervals and hypothesis testing. The first part of the course will include introduction to mathematical statistics, in particular point estimations, theory of measures of the quality of estimators, and theory of statistical tests, including introduction to uniformly most powerful test and likelihood ratio tests.
The second part concerns applied methods of hypothesis testing, in particular t-test, paired t-test, non-parametric statistics and simple and linear multiple regressions, as well as basics of regression diagnostics. The course will also include applications of data analysis in R package.
Learning highlights
- Learn basic concepts of theory and application for statistical inference. Get an introduction to statistical and critical thinking, including descriptive statistics, probability, sampling distributions, interval estimation, hypothesis testing and regression.
Course outline
4 classes
• Introduction/ review, data types, probability and laws of probability. Random data types
• Conditional probability, marginal probability, check for independence
• Statistical computing with R (time permitting)
• Distributions. Property of Distribution Function
• Some Special distribution
• Moment generating function
• Point Estimation
• Confidence Intervals for Means
• Confidence interval for Difference in Means
• Measures of Quality of Estimators
• Sufficient Statistics
• Completeness and Uniqueness
Prerequisites
This course is one of three in a wholistic series.
Students that have already taken MSL-111 and those with prior experience with HTML, CSS, and Javascript building simple web pages will be good candidates for this module.
Leah Isakov is a senior leader in the pharmaceutical industry with a unique combination of leadership and technical skills. She has worked in clinical trials for more than two decades and is known for delivering results. Leah has led NDA (New Drug Applications), PMA (Pre-Marketing Approvals) and BLA (Biologics License Applications) and have deep experience interacting with all the major regulatory bodies (FDA, EMEA, PMDA, Russian Ministry of Health, and Health Canada). She also has direct experience successfully managing cross-cultural international teams (USA, China, Japan and Canada). The recent therapeutic areas include Oncology, Infectious Diseases, Cardiovascular, Asthma, Renal Failure and HIV for Phase II-IV clinical trials in drugs and biologics.
As a leader, Dr. Isakov strives to be at the forefront of management practice. She incorporates data-driven decision making and quantitative risk management, and focus on building internal capabilities along with external collaborations. Leah believes that successful management comes from understanding the full organisational stack; that is, not only high-level strategy but also the technical aspects that enable success.
See full profileApply for this course
Introduction to Statistics
by Leah Isakov
Total hours
45 Hours
Dates
Jun 11 - Jun 29, 2018
Fee for single course
€1500
Fee for degree students
€750
How to secure your spot
Complete the form below to kickstart your application
Schedule your Harbour.Space interview
If successful, get ready to join us on campus
FAQ
Will I receive a certificate after completion?
Yes. Upon completion of the course, you will receive a certificate signed by the director of the program your course belonged to.
Do I need a visa?
This depends on your case. Please check with the Spanish or Thai consulate in your country of residence about visa requirements. We will do our part to provide you with the necessary documents, such as the Certificate of Enrollment.
Can I get a discount?
Yes. The easiest way to enroll in a course at a discounted price is to register for multiple courses. Registering for multiple courses will reduce the cost per individual course. Please ask the Admissions Office for more information about the other kinds of discounts we offer and what you can do to receive one.