HDFC Bank Stock Forecast - Simple Regression

HDFA Stock  EUR 60.50  0.50  0.83%   
The Simple Regression forecasted value of HDFC Bank Limited on the next trading day is expected to be 59.45 with a mean absolute deviation of 1.12 and the sum of the absolute errors of 68.49. HDFC Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of HDFC Bank's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through HDFC Bank 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.

HDFC Bank Simple Regression Price Forecast For the 28th of November

Given 90 days horizon, the Simple Regression forecasted value of HDFC Bank Limited on the next trading day is expected to be 59.45 with a mean absolute deviation of 1.12, mean absolute percentage error of 1.83, and the sum of the absolute errors of 68.49.
Please note that although there have been many attempts to predict HDFC 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 HDFC Bank's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

HDFC Bank Stock Forecast Pattern

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HDFC Bank Forecasted Value

In the context of forecasting HDFC Bank'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. HDFC Bank's downside and upside margins for the forecasting period are 57.77 and 61.13, respectively. We have considered HDFC Bank'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
60.50
59.45
Expected Value
61.13
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 HDFC Bank stock data series using in forecasting. Note that when a statistical model is used to represent HDFC Bank 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 Criteria118.7125
BiasArithmetic mean of the errors None
MADMean absolute deviation1.1227
MAPEMean absolute percentage error0.0197
SAESum of the absolute errors68.4861
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 HDFC Bank 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 HDFC Bank

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as HDFC Bank Limited. 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
58.8260.5062.18
Details
Intrinsic
Valuation
LowRealHigh
57.0758.7566.55
Details
Bollinger
Band Projection (param)
LowMiddleHigh
56.5158.7360.95
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as HDFC Bank. Your research has to be compared to or analyzed against HDFC Bank's peers to derive any actionable benefits. When done correctly, HDFC Bank's competitive analysis will give you plenty of quantitative and qualitative data to validate your investment decisions or develop an entirely new strategy toward taking a position in HDFC Bank Limited.

Other Forecasting Options for HDFC Bank

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

HDFC Bank 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 HDFC Bank stock to make a market-neutral strategy. Peer analysis of HDFC Bank could also be used in its relative valuation, which is a method of valuing HDFC Bank by comparing valuation metrics with similar companies.
 Risk & Return  Correlation

HDFC Bank Limited 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 HDFC Bank'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 HDFC Bank's current price.

HDFC Bank Market Strength Events

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

HDFC Bank Risk Indicators

The analysis of HDFC Bank'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 HDFC Bank's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting hdfc 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.

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Additional Information and Resources on Investing in HDFC Stock

When determining whether HDFC Bank Limited offers a strong return on investment in its stock, a comprehensive analysis is essential. The process typically begins with a thorough review of HDFC Bank's financial statements, including income statements, balance sheets, and cash flow statements, to assess its financial health. Key financial ratios are used to gauge profitability, efficiency, and growth potential of Hdfc Bank Limited Stock. Outlined below are crucial reports that will aid in making a well-informed decision on Hdfc Bank Limited Stock:
Check out Historical Fundamental Analysis of HDFC Bank to cross-verify your projections.
You can also try the Volatility Analysis module to get historical volatility and risk analysis based on latest market data.
Please note, there is a significant difference between HDFC Bank's value and its price as these two are different measures arrived at by different means. Investors typically determine if HDFC Bank is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, HDFC Bank's price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.