LDFR model
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Updated
May 23, 2018 - HTML
LDFR model
Implementation of time-varying SLR using OLS estimates
Estimating Time-Varying Models in High-Dimensional EMA Data to predict psychological behavior in time series. Two Methods: Time-Varying Vector Autoregression & Kernel Splines and Time-Varying Generalized Additive Models.
Proof of concept for online hybrid message passing inference for AR-HGF.
Code release for "Relaxed Weight Sharing: Effectively Modeling Time-Varying Relationships in Clinical Time-Series" (Oh, Wang, Tang, Sjoding, Wiens), MLHC 2019. https://arxiv.org/abs/1906.02898
Simulations of MR analyses with time-varying exposures using structural mean models
A simulation study exploring the effects of excluding an important slow-changing variable from a network of depression.
Corresponding code guide to the tutorial paper "Introducing longitudinal modified treatment policies: a unified framework for studying complex exposures" (Hoffman et al., 2023)
Abundance models for avian point counts that use distance and time-removal sampling to estimate detection probabilities.
R functions for g-estimation of structural nested cumulative failure models using (1) confounding adjustment or (2) instrumental variable analysis
Granger Causality with Signal-dependent Noise
该项目为了抑制FDA波束方向图的时变特性,提出了一种基于粒子群优化算法的时间调制非线性频偏FDA。根据仿真结果可以说明,该方法可以抑制FDA的时变特性,并且相较于传统时变抑制方法—时间调制频偏和时间调制非线性频偏,得到的波束方向图聚焦性更好。
A Virtual Analog Library written in SOUL
Dynamic Models for Survival Data
Matching Methods for Time-Varying Observational Studies, in R
Forecasting in Non-stationary Environments with FuzzyTime Series
This repository includes the source code of the CNN-based channel estimators proposed in "CNN Aided Weighted Interpolation for Channel Estimation in Vehicular Communications" paper [1] that is published in the IEEE Transactions on Vehicular Technology, 2021.
Allows to reproduce all figures from "FBMC-OQAM in Doubly-Selective Channels: A New Perspective on MMSE Equalization", IEEE SPAWC, 2017.
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