Shriram Finance Stock Forecast - Simple Regression

SHRIRAMFIN   2,850  47.85  1.71%   
The Simple Regression forecasted value of Shriram Finance Limited on the next trading day is expected to be 3,016 with a mean absolute deviation of 137.53 and the sum of the absolute errors of 8,390. Shriram Stock Forecast is based on your current time horizon. Although Shriram Finance's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Shriram Finance's systematic risk associated with finding meaningful patterns of Shriram Finance fundamentals over time.
  
At this time, Shriram Finance's Short and Long Term Debt Total is very stable compared to the past year. As of the 23rd of November 2024, Other Current Liabilities is likely to grow to about 5 B, though Other Assets are likely to grow to (147.5 B).
Simple Regression model is a single variable regression model that attempts to put a straight line through Shriram Finance price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Shriram Finance Simple Regression Price Forecast For the 24th of November

Given 90 days horizon, the Simple Regression forecasted value of Shriram Finance Limited on the next trading day is expected to be 3,016 with a mean absolute deviation of 137.53, mean absolute percentage error of 25,888, and the sum of the absolute errors of 8,390.
Please note that although there have been many attempts to predict Shriram Stock prices using its time series forecasting, we generally do not recommend using it to place bets in the real market. The most commonly used models for forecasting predictions are the autoregressive models, which specify that Shriram Finance's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Shriram Finance Stock Forecast Pattern

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Shriram Finance Forecasted Value

In the context of forecasting Shriram Finance's Stock value on the next trading day, we examine the predictive performance of the model to find good statistically significant boundaries of downside and upside scenarios. Shriram Finance's downside and upside margins for the forecasting period are 3,014 and 3,018, respectively. We have considered Shriram Finance's daily market price to evaluate the above model's predictive performance. Remember, however, there is no scientific proof or empirical evidence that traditional linear or nonlinear forecasting models outperform artificial intelligence and frequency domain models to provide accurate forecasts consistently.
Market Value
2,850
3,016
Expected Value
3,018
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Shriram Finance stock data series using in forecasting. Note that when a statistical model is used to represent Shriram Finance stock, the representation will rarely be exact; so some information will be lost using the model to explain the process. AIC estimates the relative amount of information lost by a given model: the less information a model loses, the higher its quality.
AICAkaike Information Criteria128.2721
BiasArithmetic mean of the errors None
MADMean absolute deviation137.5334
MAPEMean absolute percentage error0.0426
SAESum of the absolute errors8389.5357
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Shriram Finance Limited historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Shriram Finance

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Shriram Finance. Regardless of method or technology, however, to accurately forecast the stock market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the stock market accurately is still an essential part of the overall investment decision process. Using different forecasting techniques and comparing the results might improve your chances of accuracy even though unexpected events may often change the market sentiment and impact your forecasting results.
Hype
Prediction
LowEstimatedHigh
2,8492,8512,853
Details
Intrinsic
Valuation
LowRealHigh
2,8482,8502,852
Details
Bollinger
Band Projection (param)
LowMiddleHigh
2,7872,8262,865
Details
Earnings
Estimates (0)
LowProjected EPSHigh
59.0459.0459.04
Details

Other Forecasting Options for Shriram Finance

For every potential investor in Shriram, whether a beginner or expert, Shriram Finance's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Shriram Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Shriram. Basic forecasting techniques help filter out the noise by identifying Shriram Finance's price trends.

Shriram Finance Related Equities

One of the popular trading techniques among algorithmic traders is to use market-neutral strategies where every trade hedges away some risk. Because there are two separate transactions required, even if one position performs unexpectedly, the other equity can make up some of the losses. Below are some of the equities that can be combined with Shriram Finance stock to make a market-neutral strategy. Peer analysis of Shriram Finance could also be used in its relative valuation, which is a method of valuing Shriram Finance by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

Shriram Finance Technical and Predictive Analytics

The stock market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Shriram Finance's price movements, a comprehensive understanding of forecasting methods that an investor can rely on to make the right move is invaluable. These methods predict trends that assist an investor in predicting the movement of Shriram Finance's current price.

Shriram Finance Market Strength Events

Market strength indicators help investors to evaluate how Shriram Finance stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Shriram Finance shares will generate the highest return on investment. By undertsting and applying Shriram Finance stock market strength indicators, traders can identify Shriram Finance Limited entry and exit signals to maximize returns.

Shriram Finance Risk Indicators

The analysis of Shriram Finance's basic risk indicators is one of the essential steps in accurately forecasting its future price. The process involves identifying the amount of risk involved in Shriram Finance's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting shriram stock prices, we also provide a set of basic risk indicators that can assist in the individual investment decision or help in hedging the risk of your existing portfolios.
Please note, the risk measures we provide can be used independently or collectively to perform a risk assessment. When comparing two potential investments, we recommend comparing similar equities with homogenous growth potential and valuation from related markets to determine which investment holds the most risk.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Other Information on Investing in Shriram Stock

Shriram Finance financial ratios help investors to determine whether Shriram Stock is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Shriram with respect to the benefits of owning Shriram Finance security.