Mathematical Statistics
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- 2019
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Mark
Deep Distributional Temporal Difference Learning for Game Playing
(
- Master (Two yrs)
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Mark
Efficient Barrier Option Greeks using Automatic Differentation
(
- Master (Two yrs)
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Mark
Online intra-day portfolio optimization using regime based models
(
- Prof. qual. >4 yrs
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Mark
Developing robust algorithms for feature extraction in images of polymer layers
(
- Master (Two yrs)
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Mark
A Utility Approach: Strategy Analysis and Optimization
(
- Master (Two yrs)
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Mark
Relating Heart Rate Variability and Age Using Spectral Estimation Methods
(
- Bach. Degree
-
Mark
Prognostication after out-of-hospital cardiac arrest using artificial neural networks
(
- Master (Two yrs)
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Mark
How Capital Requirements Affects Swedish Pension Payments
(
- Master (Two yrs)
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Mark
Surface Classification with Millimeter-Wave Radar for Constant Velocity Devices using Temporal Features and Machine Learning
(
- Master (Two yrs)
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Mark
Detection of Freezing of Gait and Feature Extraction of Human Gait with Linear Discriminant Analysis
(
- Master (Two yrs)
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Mark
Modelling Intensive Care Unit Length of Stay and Mortality Using Artificial Neural Networks
(
- Master (Two yrs)
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Mark
ROI Calculation on Online Controlled Experiment
(
- Master (Two yrs)
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Mark
An Extreme Value Approach to Road Safety Analysis
(
- Master (Two yrs)
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Mark
Re-design and improvement of animal experiments, using Bayesian methods
(
- Master (Two yrs)
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Mark
An exploration in segmentation and statistical modeling of highway map data
(
- Master (Two yrs)
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Mark
Numerical solution for derivative models using finite difference methods and how this can be used with Monte Carlo simulation
(
- Master (Two yrs)
-
Mark
Emotion Classification with Natural Language Processing (Comparing BERT and Bi-Directional LSTM models for use with Twitter conversations)
(
- Master (Two yrs)
-
Mark
Evaluation of applicant quality for a recruitment company using machine learning
(
- Bach. Degree
-
Mark
Modelling Seasonalities of HPFCs Using a Parametric Approach
(
- Master (Two yrs)
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Mark
Extension of model "Queueing with neighbours"
(
- Bach. Degree
-
Mark
Prognostication after Out-of-Hospital Cardiac Arrest using Artificial Neural Networks
(
- Master (Two yrs)
-
Mark
Binary classification of HRV signals
(
- Bach. Degree
-
Mark
Hierarchical Clustering of Time Series using Gaussian Mixture Models and Variational Autoencoders
(
- Master (Two yrs)
-
Mark
Hopfield Model on Incomplete Graphs
(
- Bach. Degree
-
Mark
Clustering and Anomaly Detection in Financial Trading Data
(
- Master (Two yrs)
-
Mark
On the statistics and practical application of the reassignment method for Gabor spectrograms
(
- Master (Two yrs)
-
Mark
Maximum likelihood estimation of a monotone probability mass function with unknown labels
(
- Master (Two yrs)
-
Mark
Utilizing Machine Learning for Trading Algorithms Exploiting the Time Series Momentum Anomaly
(
- Master (Two yrs)
-
Mark
Unbiased pitch detection and phase estimation in entomological lidar
(
- Master (Two yrs)
- 2018
-
Mark
Predicting anastomosis leakage and 90-day mortality for patients undergoing oesophagectomy with artificial neural networks
(
- Master (Two yrs)
-
Mark
Prediction of Conversion Rates in Online Marketing - A study of the application of logistic regression for predicting conversion rates in online marketing.
(
- Master (Two yrs)
-
Mark
Event Detection and Predictive Maintenance using Component Echo State Networks
(
- Master (Two yrs)
-
Mark
A Black-Litterman portfolio allocation model combined with a Markov switching framework
(
- Master (Two yrs)
-
Mark
Pricing fixed price electricity contracts in the Nordic region
(
- Master (Two yrs)
-
Mark
An Extreme Value Approach to Modeling Risk of Extreme Rainfall in Bangladesh
(
- Bach. Degree
-
Mark
Application Scorecard Modelling with Artificial Neural Networks
(
- Master (Two yrs)
-
Mark
Outlier-Robust Dynamic Portfolio Optimization based on Bear-Bull-Regimes
(
- Master (Two yrs)
-
Mark
Efficient Estimation of Decaying Sinusoids with Application in NMR Spectroscopy
(
- Master (Two yrs)
-
Mark
Trends in Flooding in Europe and North America - an Extreme Value Approach
(
- Master (Two yrs)
-
Mark
Estimating the number of LTE Cell IDs; a comparison of different species richness estimators
(
- Bach. Degree
-
Mark
To what degree is the VIX benchmark computed by CBOE representative of its definition?
(
- Master (Two yrs)
-
Mark
Distance estimations by non-linear step length models using accelerometer sensor data from waist-worn smart-phones
(
- Master (Two yrs)
-
Mark
Infinite-Dimensional Linear Stochastic Systems with Random Coefficients and Local Interactions
(
- Master (Two yrs)
-
Mark
Road modelling using LiDAR-data
(
- Master (Two yrs)
-
Mark
Classification of HRV-signals using Time-Frequency Analysis
(
- Bach. Degree
-
Mark
A Neural Network Approach to Predicting Mortality in Pediatric Intensive Care
(
- Master (Two yrs)
-
Mark
An exploration of the current state-of-the-art in automatic music transcription - with proposed improvements using machine learning
(
- Master (Two yrs)
-
Mark
An Extreme Value Approach To Pricing Credit Risk
(
- Master (Two yrs)
-
Mark
Evaluation of Data Augmentation of MR Images for Deep Learning
(
- Master (Two yrs)
-
Mark
Decoding Auditory Attention from Multivariate Neural Data using Cepstral Analysis
(
- Master (Two yrs)
-
Mark
Classification of bird syllables in noisy environments using multitapers
(
- Master (Two yrs)
-
Mark
Artificial Neural Network Modelling of Intensive Care Mortality
(
- Master (Two yrs)
-
Mark
Multitaper analysis of HRV power and its stress-related correlation to respiration frequency
(
- Master (Two yrs)
-
Mark
Statistical and machine learning methods for classification of episodic memory
(
- Master (Two yrs)
-
Mark
A Fourier approach to valuating derivative assets
(
- Master (Two yrs)
-
Mark
Anticipated Events’ Impact on FX Options’ Implied Volatility
(
- Master (Two yrs)
-
Mark
Spatio -Temporal Modelling of Air Pollution in Malta
(
- Master (Two yrs)
-
Mark
Modelling News Sentiment Flow Using Spatial Hawkes Processes: Dependencies Between Topics and Countries
(
- Master (Two yrs)
-
Mark
Modelling Probability of Default in the Nordics
(
- Master (Two yrs)
-
Mark
Using Self-Organizing Maps to Identify Operational Risk
(
- Master (Two yrs)
-
Mark
Asset and Liability Management: Optimization using Least-Squares Monte Carlo
(
- Master (Two yrs)
-
Mark
Development of a statistical approach to analyze physiological effects of two different exercise regimes among children with sever cerebral palsy
(
- Master (Two yrs)
-
Mark
An estimator of winter loss of honey bees in Sweden
(
- Bach. Degree
-
Mark
Trends in Flooding in Europe and North America - an Extreme Value Approach
(
- Master (Two yrs)
- 2017
-
Mark
Indoor Radio Propagation Modelling with Antenna Placement Optimization
(
- Master (Two yrs)
-
Mark
Trend analysis of custome rbehavior and prediction of future actions
(
- Master (Two yrs)
-
Mark
Structural Modelling of Credit Spreads on the European Bond Market: An Empirical Study
(
- Master (Two yrs)
-
Mark
Machine learning and its applications within insurance hit rates and credit risk modelling
(
- Master (Two yrs)
-
Mark
On Credit Spreads: An Autoregressve Model Approach
(
- Master (Two yrs)
-
Mark
Strategies for High Frequency FX Trading - The choice of bucket size
(
- Master (Two yrs)
-
Mark
Algorithmic Trading in CDS and Equity Indices Using Statistical Arbitrage
(
- Master (Two yrs)
-
Mark
On Risk Analysis Of Extreme Sea Levels In Falsterbo Peninsula
(
- Master (Two yrs)
-
Mark
Simulation of diffusion bridges for stochastic differential equations
(
- Master (Two yrs)
-
Mark
Price Impact Correlation Between Buy-/Sell-Pressure in the Stock Market and Subsequent Price Changes
(
- Master (Two yrs)
-
Mark
Moth and Birch
(
- Master (Two yrs)
-
Mark
Classification of musical genres using hidden Markov models
(
- Master (Two yrs)
-
Mark
Prediction of Biological Age
(
- Master (Two yrs)
-
Mark
Array Element Localisation
(
- Master (Two yrs)
-
Mark
Return Rate Prediction
(
- Master (Two yrs)
-
Mark
Late Blight Prediction and Analysis
(
- Master (Two yrs)
-
Mark
To Measure Concentration Risk - A comparative study
(
- Master (Two yrs)
-
Mark
Modeling market activity using 1D non-homogeneous Hawkes Processes
(
- Master (Two yrs)
-
Mark
Samma sjukvård i hela riket? En jämförelse av överlevnad vid behandling av allvarliga sjukdomar.
(
- Bach. Degree
-
Mark
Efficient Risk Factor Allocation with Regime Based Models
(
- Master (Two yrs)
-
Mark
A parametric approach to data cleaning of ion current measurements
(
- Master (Two yrs)
-
Mark
Classification of Acoustic Scenes Using Convolutional Neural Networks
(
- Master (Two yrs)
-
Mark
Classification of Prognosis in Breast Cancer Patients from AMCL Analysis using Machine Learning Techniques
(
- Master (Two yrs)
-
Mark
Chemical Hazard Assessment under Uncertainty Evaluated by Robust Bayesian Evidence Synthesis
(
- Bach. Degree
-
Mark
Counterparty Credit Exposures for Interest Rate Derivatives using Stochastic Grid Bundling Method and Change of Measure
(
- Master (Two yrs)
-
Mark
Emulators for dynamic vegetation models - Supervised learning in large data sets
(
- Master (Two yrs)
-
Mark
Risk based monitoring in clinical studies – improving data quality
(
- Bach. Degree
-
Mark
BOOTSTRAP PERCOLATION WITH INHIBITION - with non-monotone active set size and fixed point analysis
(
- Master (Two yrs)
-
Mark
Walking movement detection using stationary stochastic methods on accelerometer data
(
- Bach. Degree
-
Mark
Statistical Inference of Pharmacokinetic Models of Theophylline and Warfarin Data
(
- Bach. Degree
-
Mark
Quasi-Monte Carlo Integration over Non-Cubical Domains
(
- Master (Two yrs)
-
Mark
A Study of Gradient-Based Algorithms
(
- Bach. Degree
-
Mark
Reconstruction of NDVI Data with Normal Variance-Mean Mixture Noise using Stochastic Gradient Methods
(
- Master (Two yrs)
-
Mark
Modelling and Forecasting Electricity Load in Secondary Substations
(
- Master (Two yrs)
-
Mark
Markov Regime Switching Model Implementation to the Stockholm Stock Market & Comparison with Equal Weight Portfolio
(
- Bach. Degree
-
Mark
No-show Forecast Using Passenger Booking Data
(
- Master (Two yrs)