Lectures related to Macroeconomic Model Analysis

MATLAB Essentials: Functions and Variables

Covers essential MATLAB functions, variables, loops, and debugging tools.

Bode Diagram: Oscillatory System Synthesis

Covers the synthesis of an oscillatory system using the Bode diagram and MATLAB.

Logistic Regression: Vegetation Prediction

Explores logistic regression for predicting vegetation proportions in the Amazon region through remote sensing data analysis.

Tissue-level Wave Patterns: Cellular Oscillators and Genetic Waves

Explores tissue-level wave patterns, cellular oscillators, genetic waves, and gene expression patterns in cellular differentiation.

Chemical Reactors: Design and Analysis

Covers the design and analysis of chemical reactors, focusing on Packed Bed Reactors and Continuous Stirred Tank Reactors.

Van der Pol Oscillator

Explores the Van der Pol oscillator, its dynamic equations, and phase plane representation.

Neurophysiological Data Analysis

Explores neurophysiological data analysis, covering AP identification, firing rates, subthreshold activity, FFT spectral analysis, and event-triggered analysis using MATLAB.

Gitlab Agent for Kubernetes (`agentk`)

Covers the setup of a Gitlab agent for Kubernetes, focusing on installation, version control, and troubleshooting.

Nonlinear Truss System Analysis

Explores nonlinear truss system analysis, covering force-displacement responses, event-to-event principles, and solution algorithms.

Labor Income Share Log in to Mediaspace to watch this video

Analyzes a macroeconomic model focusing on labor income share and the effects of productivity shocks on GDP, consumption, investment, and stock prices.

Macrofinance Models Analysis Log in to Mediaspace to watch this video

Covers macroeconomic models incorporating financial markets, analyzing financial decisions, macroeconomic events, and policy responses.

Matlab: Interactive Mode and Project Steps Log in to Mediaspace to watch this video

Introduces Matlab basics, error handling, and billiards project concepts.

Matlab: 3D Surface Plotting Log in to Mediaspace to watch this video

Covers logical arrays, 3D surface plotting, parametric curves, interpolation, and fitting in Matlab.

Gaussian Mixture Models: Data Classification Log in to Mediaspace to watch this video

Explores denoising signals with Gaussian mixture models and EM algorithm, EMG signal analysis, and image segmentation using Markovian models.

Matlab Programming: Script and Function Log in to Mediaspace to watch this video

Explores Matlab programming with scripts and functions, vectorization, and 2D graphics.

Parametric Signal Models: Matlab Practice Log in to Mediaspace to watch this video

Covers parametric signal models and practical Matlab applications for Markov chains and AutoRegressive processes.

Monetary Policy and Public Debt Analysis Log in to Mediaspace to watch this video

Analyzes monetary and fiscal policy responses to public debt accumulation and the impact of Covid-19 on global economies.

Monte Carlo Method: Thermal Radiation Log in to Mediaspace to watch this video

Explores the Monte Carlo method for thermal radiation and radiative energy exchange.

Metabolic Modeling: TFA and Kinetic Models Log in to Mediaspace to watch this video

Explores metabolic modeling using TFA and kinetic models, covering growth simulation, nutrient trade-offs, phenotypic analysis, and metabolomics integration.

Metabolic Modeling Exercises Log in to Mediaspace to watch this video

Covers exercises on genome-scale metabolic models, including FBA and TFA analysis, as well as modeling kinetics.