** Lectures for PhD Students (EM2PSI)**

Times
series for population dynamics and econometrics.

** Master of Mathematics**

Models of non linear time series.

** ECODEP lectures in the Master of Mathematics **

A Research oriented course will be opened to EcoDep oriented students within the frame of the
Master of Mathematics in CYU, supported by EcoDep.
It consists into 4 minicourses (2⨯2:30hours)
in November, December, January, and February.
A memorandum will be used to rate the students.

__ 2020-2021 lectures__
are planned on Mondays
(depending on time zones of the speaker),
each minicourse will last 2 consecutive weeks (with Zoom for this year).

Please connect before for __online lectures__ by using **
Zoom Calendar,** *click on the event of interest to obtain the
corresponding Zoom link.*

If the lecturer agrees, those lectures will be recorded on the Ecodep **
YouTube channel.
**

- __November 16 & 23, 2020: 15-17:30__, **Thierry Huillet ** (LPTM, CYU):
*Markov chains for population genetics and population dynamics.*
on Zoom.
__Lecture 1,
__ see Amaury
Lambert (2008) Population Dynamics and Random
Genealogies, Stochastic Models, 24:1, 45â€”163.
*DOI:
10.1080/15326340802437728,
for the first lecture. For the second lecture
lecture 2-I,
lecture 2-II,
and MF Neuts (1994) An interesting
random walk on the non-negative integers. JAP31, 48-58.
- November 30 & December 7, 2020: 16-18:30, Victor de la Pena
(Columbia, New-York):
Self normalized sums and Taylor's laws.
Lecture Self-Normalization I and
lecture Self-Normalization II
(Concentration
Inequalities for Sums and Martingales (2015)
Bercu, Delyon, Rio. Springer Brief),
Lecture Copula,
lecture Taylor.
de la Pena's Slides at opening conference.
Connexion to Zoom.
- January 2021 25, 14:30-17:00, and February 15, 9:30-12:00 Gilles Durrieu (UBS, Vannes):
Time series for biodiversity.,
Lectures, and
Lectures ModÃ©lisation and biomonitoring
(in French), also refer to the
talk at the online opening conference.
Find online lectures notes,
and exercises.
Finally the
Oyster data set is used as a sample.
Connexion to Zoom.
- February 8 & 15, 2021, 15-17:30, Alejandra Cabana (UAB Barcelona):
Introduction to discrete time series.
Slides.
Connexion to Zoom.
Modeling of abundance in ecology / Modeling in population dynamics / Self-normalization
& Taylor's law / Space-time models / Time series with covariates / High dimensional
time series / Isotonicity / Dependence of random processes / Time series
for biodiversity / Non-stationary time series / Partly observed processes / Point processes for ecology / Structural breaks / Econometric methods
in ecology / Modeling in genomics.*