For building the model, we will divide our data into two different data ... Continue reading
Data Science
Credit Risk Modelling – Required R …
During our analysis, we will make use of various R packages. So, let’s look ... Continue reading
Explore Loan Data in R – Loan Gra …
There is no set path to how one would go about analyzing a data set. ... Continue reading
Explore Financial Data in R …
Now that we have the data file in our working directory, we can load it in ... Continue reading
Credit Risk Modelling – Case Study …
To build a good model, it is important to use high quality data. For the ... Continue reading
Create a Confusion Matrix in R …
A confusion matrix is a tabular representation of Actual vs Predicted ... Continue reading
Measure Model Performance in R Using ROC …
R’s ROCR package can be used for evaluating and visualizing the performance ... Continue reading
Logistic Regression Model in R …
Logistic regression aims to model the probability of an event occurring ... Continue reading
Build the Predictive Model …
We have now gathered our data and cleansed/transformed it to suit our ... Continue reading
Credit Modelling: Training and Test Data …
For building the model, we will divide our data into two different data ... Continue reading
German Credit Data : Data Preprocessing …
The purpose of preprocessing is to make your raw data suitable for the data ... Continue reading
Import Credit Data Set in R …
We are using the German Credit Scoring Data Set in numeric format which ... Continue reading
Case Study – German Credit – …
We will preform various steps in building our predictive model. These steps ... Continue reading
Classification vs. Regression Models …
While building any predictive model, it is important to first understand ... Continue reading
Credit Risk Modelling – Case Studi …
In this tutorial, we will learn credit risk modeling in R using case ... Continue reading
Quantstrat Case Study – Multiple S …
One of the main advantages of quantstrat package is that we can ... Continue reading
Quantstrat Example in R – RSI Stra …
In this Quantstrat case study, we will create a strategy with the Relative ... Continue reading
Quantstrat – EMA Crossover Strateg …
Once we have the strategy results, quantstrat provides many functions to ... Continue reading
Quantstrat Example in R – EMA Cros …
Our first quantstrat example case study is based on the Exponential Moving ... Continue reading
Measuring Overall ETFs Performance …
We will now plot a graph to show the accumulated returns of the ETFs over a ... Continue reading