Courses

Econometrics

Submitted by makr on October 30, 2025 - 13:43
The course will be given at the Växjö campus, Linnaeus University (Rooms are yet t.b.a.), but some lectures will be streamed live online, through Zoom. There will also be computer classes to ensure a strong connection to empirical econometric modelling and these will be streamed live online, through Zoom. We will be following the book Econometric analysis: 8th Edition. W. H. Greene closely throughout the course. The exam will consist of a number of home assignment involving theoretical matters as well as empirical analysis.
Course Data
University: 
Linné
Offered: 
2026:1
Level: 
PhD
Credits (ECTS): 
15
Type of schedule: 
Travel friendly schedule

Probability theory

Submitted by makr on October 13, 2025 - 16:20
This will be a PhD course in probability theory taught by Zangin Zeebari during the first half of spring semester. The course will be online (potentially one start-up meeting if the students want to). Please send an email to Kristofer Månsson if you are interested. (kristofer.mansson@ju.se). The syllabus contains information about content and literature etc.
Course Data
University: 
Jönköping
Offered: 
2026:1
Level: 
PhD
Credits (ECTS): 
8
Type of schedule: 
Travel friendly schedule

Sequential Monte Carlo Methods

Submitted by alenlov on December 16, 2024 - 11:28

The aim of this course is to provide an introduction to the theory and application of sequential Monte Carlo (SMC) methods. To this end we will start by studying the use of SMC for inference in nonlinear dynamical systems. It will be shown how SMC can be used to solve challenging parameter (system identification) and state inference problems in nonlinear dynamical systems.

Course Data
University: 
Linköping
Offered: 
2025:1
Level: 
PhD
Credits (ECTS): 
6
Type of schedule: 
Travel friendly schedule

Advanced Computational Statistics

Submitted by Frank Miller on November 18, 2024 - 10:26
To register for the course, please send an email to Frank Miller (frank.miller@liu.se) until January 23 at the latest. This course focuses on computational methods for optimisation, simulation and integration needed in statistics. The optimisation part discusses gradient based, stochastic gradient based, and gradient free methods. Further, constrained optimisation will be a course topic. We will discuss techniques to simulate efficiently for solving statistical problems.
Course Data
University: 
Linköping
Offered: 
2025:1
Level: 
PhD
Credits (ECTS): 
8
Type of schedule: 
Travel friendly schedule

Statistical Inference I (7.5 hp)

Submitted by podgorsk on September 10, 2023 - 12:17

In Spring I 2025, there is offered a course in Statistical Inference I (7.5hp) for Ph.D. students in statistics and related fields. See more details in the link Homepage 

Course Data
University: 
Lund
Offered: 
2025:1
Level: 
PhD
Credits (ECTS): 
8
Type of schedule: 
Travel friendly schedule

Causal Inference

Submitted by jenny.haggstrom on September 23, 2024 - 16:13
The course is given online and starts November 1, contact Xavier de Luna if you are interested (xavier.de.luna@umu.se). Course details: https://www.canvas.umu.se/courses/15175/assignments/syllabus
Course Data
University: 
Umeå
Offered: 
2024:2
Level: 
Master
PhD
Credits (ECTS): 
8
Type of schedule: 
Travel friendly schedule

Probability theory

Submitted by makr on May 11, 2024 - 09:53
This will be a PhD course in probability theory taught by Zangin Zeebari. The course wis only online. It will start in mid-November and a schedule is uploaded here. The syllabus contains information about content and litterature etc.
Course Data
University: 
Jönköping
Offered: 
2024:2
Level: 
PhD
Credits (ECTS): 
8
Type of schedule: 
Travel friendly schedule

Crash Course on FDA and ML of complex data 17 - 19. April 2024

Submitted by podgorsk on March 11, 2024 - 13:48
In an era of explosive growth in complex data, our course is your bridge to a deeper understanding of Functional Data Analysis (FDA) and Machine Learning (ML). The main challenge today isn't data availability but rather our ability to interpret it. Join our growing community of professionals applying ML to tackle complex data challenges. This crash course highlights key developments at the intersection of FDA and ML, with a focus on handling complex functional data. Moreover, as a student, you have the opportunity to earn 3 ECTS credits by submitting a report at the end of the workshop.
Course Data
University: 
Lund
Offered: 
2024:1
Level: 
Master
PhD
Credits (ECTS): 
3
Type of schedule: 
Travel friendly schedule

Nonparametric Econometrics

Submitted by makr on March 6, 2024 - 00:20
The goal of this summer course is to enhance students' understanding and skills in applied nonparametric econometrics. Initially, the course aims to provide a comprehensive foundation in nonparametric statistical methods. This is important for addressing the disconnect between economics and statistics in this field. This is a summer course that takes place between the 24th and 28th of June at Blekinge tekniska högskola.
Course Data
University: 
Jönköping
Offered: 
2024:1
Level: 
PhD
Credits (ECTS): 
4
Type of schedule: 
Travel friendly schedule

Stochastic Processes (7.5hp)

Submitted by kbart on December 11, 2023 - 13:48

This is a 7.5HP course for Ph.D. students in Statistics. It is planned as a traditional on campus blackboard lecture and exercise session course. The schedule is to be decided yet, but tentatively it will be blocked into two intensive ca week long blocks. Please email me directly, krzysztof_dot_bartoszek_at_liu_dot_se if you are interested in participating.

Course Data
University: 
Linköping
Offered: 
2024:1
Level: 
PhD
Credits (ECTS): 
8
Type of schedule: 
Travel friendly schedule

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