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Bio: “All Models Are Wrong, but Some Are Useful”——George Box
Type: User
Bio: “All Models Are Wrong, but Some Are Useful”——George Box
The folder “MMJ_JEDC_35_2011” contains MATLAB software for stochastic- simulation algorithm (SSA) and cluster-grid algorithm (CGA) accompanying the article "Solving the Multi-Country Real Business Cycle Model Using Ergodic Set Methods" by Serguei Maliar, Lilia Maliar and Kenneth L. Judd, (2011), Journal of Economic Dynamics and Control 35, 207-228.
:exclamation: This is a read-only mirror of the CRAN R package repository. MultipleBubbles — Test and Detection of Explosive Behaviors for Time Series
replication material for “Understanding the Size of the Government Spending Multiplier: It’s All in the Sign”
Multivariate Bayesian Predictive Synthesis in Macroeconomic Forecasting, by Kenichiro McAlinn, Knut Are Aastveit, Jouchi Nakajima, Mike West
The code for network autoregression model (NAR)
国家统计局的国家数据网站数据抓取器,可以直接使用1978-2016所有年鉴指标的csv数据
MATLAB code for the paper, "Natural Limits of Wealth Inequality and the Effectiveness of Tax Policy."
Simulation code for "Words are the new numbers: A newsy coincident index of the business cycle"
Implementation of the Nelson-Siegel-Svensson interest rate curve model.
Home of code and output from the networks contagion project
Various models to derive the neutral interest rate
R package recreating econometric methods proposed in "Why You Should Never Use the Hodrick-Prescott Filter" by James Hamilton
Nonparametric Functional Data Analysis
Forecasting NIMS
Programming code for "A Review of Solution and Estimation Methods for Nonlinear DSGE Models with the Zero Lower Bound"
nlma for Dynare
Neural Networks: Zero to Hero
The codes in the toolbox can be used to perform nonlinear time series analysis on single(or multi) channel data. This is done by mapping the single channel data to phase space representation using Taken's embedding theorem (compute_psv.m). The parameters - optimal delay and dimension are estimated using first minimum of MI (compute_tau.m) and FNN method (compute_dim) respectively. The recurrence network can be constructed from the phase space vector using ComputeRecurrenceNetwork_ANN.m or ComputeRecurrenceNetwork_fixedRR.m. The topology of the RN can be further analysed using graph theoreticl quantifiers (you need BCT toolbox for this). One can also compute the complexity-entrropy plane using get_mpr_complexity.m for which the ordinal patterns are computed using get_ordinal_pattern_dist.m (see the function descp for more details). Also, the tool box contains python codes to generate variety of uni(or multi) variate surrogate data.
This is the R code for several common non-parametric methods (kernel est., mean regression, quantile regression, boostraps) with both practical applications on data and simulations
Nonlinear time series analysis in R
methods to implement common nonparametric regression algorithms
新增确诊新型冠状病毒肺炎统计数据(每日更新)
DFM models in R
Nowcasting
R package for Dynamic Factor Models with mixed frequencies and unbalanced panel :chart_with_downwards_trend:
NonParametric Regression Laboratory for MATLAB
Parallel nonparametric kernel smoothing methods for mixed data
Replication data and files for Christensen (2017): "Nonparametric Stochastic Discount Factor Decomposition"
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Open source projects and samples from Microsoft.
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Data-Driven Documents codes.
China tencent open source team.