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Intake every 3 weeks! There is no "application deadline" — you can start any upcoming module!Intake every 3 weeks! — apply anytime!
Studies
Admissions
The Institute
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Intake every 3 weeks! There is no "application deadline" — you can start any upcoming module!Intake every 3 weeks! — apply anytime!
Studies
Admissions
The Institute
Resources
Intake every 3 weeks! There is no "application deadline" — you can start any upcoming module!Intake every 3 weeks! — apply anytime!
Studies
Admissions
The Institute
Resources

Statistical Data Analysis

Barcelona Campus
Jun 10, 2019 - Jun 28, 2019
This advanced course is devoted to the vast array of statistical analysis methods with focus on the applications.
Barcelona Campus
Jun 10, 2019 - Jun 28, 2019
Leah Isakov

Faculty

Leah Isakov

Global Head of BioStatistics, Data Management, Programming and Medical Writing at Seqirus

Course length

3 weeks

Duration

3 hours
per day

Total hours

45 hours

Credits

60 ECTS

Language

English

Course type

Offline

Fee for single course

€1500

Fee for degree students

€750

Skills you’ll learn

User ExperienceTeam SpiritBig DataIdeation
OverviewCourse outlineCourse materialsPrerequisites

Overview

This advanced course is devoted to the vast array of statistical analysis methods with focus on the applications.

We would consider various standard data analysis tasks that require statistics, study the statistical methods, learn their limits and assumptions, evaluate model fit and results interpretation.

Also, the apply methodology to different datasets and problems using R.

Learning highlights

  • Identify cases where statistical analysis should be applied
  • Select the most appropriate statistical method for the analysis
  • Check if the data in hand satisfies the underlying assumptions of the method
  • Run the analysis using R
  • Interpret results

Course outline

4 classes

Dive into the details of the course and get a sense of what each class will cover.
Monday
Tuesday
Wednesday
Thursday
Friday
Monday
1

Session 1

Introduction/review, data types, probability and laws of probability. Random data types

Tuesday
2

Session 2

Foundations of statistics: estimation and hypothesis testing

Wednesday
3

Distribution, density function, expectations

Measures of Quality of Estimators

Sufficient Statistics

Completeness and Uniqueness

Thursday
4

Central Limit Theorem

and sampling distribution

MLE

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

Faculty

Leah Isakov

Global Head of BioStatistics, Data Management, Programming and Medical Writing at Seqirus

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 profile

Apply for this course

Snap up your chance to enroll before all spaces fill up.

Statistical Data Analysis

by Leah Isakov

Total hours

45 Hours

Dates

Jun 10 - Jun 28, 2019

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.