COOKIES: By using this website you agree that we can place Google Analytics Cookies on your device for performance monitoring. |

University of Cambridge > Talks.cam > Isaac Newton Institute Seminar Series > Change-point tests based on estimating functions

## Change-point tests based on estimating functionsAdd to your list(s) Download to your calendar using vCal - Kirch, C (Karlsruhe Institute of Technology)
- Wednesday 15 January 2014, 13:30-14:00
- Seminar Room 1, Newton Institute.
If you have a question about this talk, please contact Mustapha Amrani. Inference for Change-Point and Related Processes Many classical change-point tests are based on cumulative sums of estimating functions, where the most prominent example are quasi maximum likelihood scores. Examples include testing for changes in the location model, continuous linear and non-linear autoregressive time series as well as most recently changes in count time series. While classic theory deals with offline procedures where the full data set has been observed before a statistical decision about a change-point is made, the same principles can be used in sequential testing. The latter has gained some increased interest in the last decade, where initial parameter estimation is based on some historic data set with no change-point, before cumulative sum charts are used to monitor newly arriving data. In such a setup, asymptotics are carried out with the size of the historic data set increasing to infinity. In applications such a data set will typically exist as usually at least some data is collected before any reason able statistical inference can be made. In this talk we explain the underlying ideas and extract regularity conditions under which asymptotics both under the null hypothesis as well as alternative can be derived. We will illustrate the usefulness using different examples that have partly already been discussed in the literature. This talk is part of the Isaac Newton Institute Seminar Series series. ## This talk is included in these lists:- All CMS events
- Featured lists
- INI info aggregator
- Isaac Newton Institute Seminar Series
- School of Physical Sciences
- Seminar Room 1, Newton Institute
- bld31
Note that ex-directory lists are not shown. |
## Other listsScott Polar Research Institute - Polar Physical Sciences Seminar First Cambridge-Nanzan Syntax Workshop The Triple Helix Lecture Series Philosophical Approaches to Education seminar series Clare Hall Talks Physics of Living Matter PLM6## Other talksLunchtime Talk: Helen's Bedroom Carers and Careers: The Impact of Caring on Academic Careers Elizabeth Bowen's Writings of the Second World War Reconciling centennial-scale climate variation during the last millennium in reconstructions and simulations Graph Convolutional Networks for Natural Language Processing and Relational Modeling Mothers & Daughters: a psychoanalytical perspective To be confirmed Structural basis for human mitochondrial DNA replication, repair and antiviral drug toxicity Computing High Resolution Health(care) Single Cell Seminars (August) A transmissible RNA pathway in honeybees Computational Neuroscience Journal Club |