DeepAI AI Chat
Log In Sign Up

SimOutUtils - Utilities for analyzing time series simulation output

03/22/2016
by   Nuno Fachada, et al.
Laseeb
0

SimOutUtils is a suite of MATLAB/Octave functions for studying and analyzing time series-like output from stochastic simulation models. More specifically, SimOutUtils allows modelers to study and visualize simulation output dynamics, perform distributional analysis of output statistical summaries, as well as compare these summaries in order to assert the statistical equivalence of two or more model implementations. Additionally, the provided functions are able to produce publication quality figures and tables showcasing results from the specified simulation output studies.

READ FULL TEXT

page 1

page 2

page 3

page 4

01/16/2020

Human-like Time Series Summaries via Trend Utility Estimation

In many scenarios, humans prefer a text-based representation of quantita...
09/30/2015

Model-independent comparison of simulation output

Computational models of complex systems are usually elaborate and sensit...
02/12/2019

Machine Learning of Time Series Using Time-delay Embedding and Precision Annealing

Tasking machine learning to predict segments of a time series requires e...
11/17/2021

A Note on Simulation-Based Inference by Matching Random Features

We can, and should, do statistical inference on simulation models by adj...
02/07/2020

Equivalence relations and L^p distances between time series

We introduce a general framework for defining equivalence and measuring ...
04/30/2020

Does Terrorism Trigger Online Hate Speech? On the Association of Events and Time Series

Hate speech is ubiquitous on the Web. Recently, the offline causes that ...
10/28/2022

Empirical Macroeconomics and DSGE Modeling in Statistical Perspective

Dynamic stochastic general equilibrium (DSGE) models have been an ubiqui...

Code Repositories

simoututils

SimOutUtils - Utilities for analyzing time series simulation output


view repo