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jiazichen111's Projects

multi-country-models-jedc-comparison-2011- icon multi-country-models-jedc-comparison-2011-

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.

multiplebubbles icon multiplebubbles

:exclamation: This is a read-only mirror of the CRAN R package repository. MultipleBubbles — Test and Detection of Explosive Behaviors for Time Series

multiplier icon multiplier

replication material for “Understanding the Size of the Government Spending Multiplier: It’s All in the Sign”

nar icon nar

The code for network autoregression model (NAR)

national-data icon national-data

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

nci icon nci

Simulation code for "Words are the new numbers: A newsy coincident index of the business cycle"

networks_hub icon networks_hub

Home of code and output from the networks contagion project

neverhpfilter icon neverhpfilter

R package recreating econometric methods proposed in "Why You Should Never Use the Hodrick-Prescott Filter" by James Hamilton

nfda icon nfda

Nonparametric Functional Data Analysis

nkzlb icon nkzlb

Programming code for "A Review of Solution and Estimation Methods for Nonlinear DSGE Models with the Zero Lower Bound"

nolineartimeseriesanalysis icon nolineartimeseriesanalysis

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.

non-parametric-econometrics icon non-parametric-econometrics

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

nowcasting-1 icon nowcasting-1

R package for Dynamic Factor Models with mixed frequencies and unbalanced panel :chart_with_downwards_trend:

nprlab icon nprlab

NonParametric Regression Laboratory for MATLAB

nprmpi icon nprmpi

Parallel nonparametric kernel smoothing methods for mixed data

npsdfd icon npsdfd

Replication data and files for Christensen (2017): "Nonparametric Stochastic Discount Factor Decomposition"

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