Commonwealth Bank Stock Forecast - Polynomial Regression

CBA Stock   154.46  5.68  3.55%   
The Polynomial Regression forecasted value of Commonwealth Bank on the next trading day is expected to be 160.28 with a mean absolute deviation of 2.18 and the sum of the absolute errors of 135.33. Commonwealth Stock Forecast is based on your current time horizon.
  
At this time, Commonwealth Bank's Property Plant And Equipment Gross is comparatively stable compared to the past year. Total Current Assets is likely to gain to about 240.5 B in 2024, whereas Property Plant And Equipment Net is likely to drop slightly above 2.8 B in 2024.
Commonwealth Bank polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Commonwealth Bank as well as the accuracy indicators are determined from the period prices.

Commonwealth Bank Polynomial Regression Price Forecast For the 28th of November

Given 90 days horizon, the Polynomial Regression forecasted value of Commonwealth Bank on the next trading day is expected to be 160.28 with a mean absolute deviation of 2.18, mean absolute percentage error of 6.87, and the sum of the absolute errors of 135.33.
Please note that although there have been many attempts to predict Commonwealth 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 Commonwealth Bank's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Commonwealth Bank Stock Forecast Pattern

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Commonwealth Bank Forecasted Value

In the context of forecasting Commonwealth 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. Commonwealth Bank's downside and upside margins for the forecasting period are 159.04 and 161.53, respectively. We have considered Commonwealth 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
154.46
159.04
Downside
160.28
Expected Value
161.53
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Commonwealth Bank stock data series using in forecasting. Note that when a statistical model is used to represent Commonwealth 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 Criteria121.8749
BiasArithmetic mean of the errors None
MADMean absolute deviation2.1827
MAPEMean absolute percentage error0.0153
SAESum of the absolute errors135.3277
A single variable polynomial regression model attempts to put a curve through the Commonwealth Bank historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Commonwealth 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 Commonwealth Bank. 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
153.36154.61155.86
Details
Intrinsic
Valuation
LowRealHigh
125.16126.41169.91
Details
Earnings
Estimates (0)
LowProjected EPSHigh
1.381.451.48
Details

Other Forecasting Options for Commonwealth Bank

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

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

Commonwealth Bank 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 Commonwealth 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 Commonwealth Bank's current price.

Commonwealth Bank Market Strength Events

Market strength indicators help investors to evaluate how Commonwealth 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 Commonwealth Bank shares will generate the highest return on investment. By undertsting and applying Commonwealth Bank stock market strength indicators, traders can identify Commonwealth Bank entry and exit signals to maximize returns.

Commonwealth Bank Risk Indicators

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

Thematic Opportunities

Explore Investment Opportunities

Build portfolios using Macroaxis predefined set of investing ideas. Many of Macroaxis investing ideas can easily outperform a given market. Ideas can also be optimized per your risk profile before portfolio origination is invoked. Macroaxis thematic optimization helps investors identify companies most likely to benefit from changes or shifts in various micro-economic or local macro-level trends. Originating optimal thematic portfolios involves aligning investors' personal views, ideas, and beliefs with their actual investments.
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Additional Tools for Commonwealth Stock Analysis

When running Commonwealth Bank's price analysis, check to measure Commonwealth Bank's market volatility, profitability, liquidity, solvency, efficiency, growth potential, financial leverage, and other vital indicators. We have many different tools that can be utilized to determine how healthy Commonwealth Bank is operating at the current time. Most of Commonwealth Bank's value examination focuses on studying past and present price action to predict the probability of Commonwealth Bank's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Commonwealth Bank's price. Additionally, you may evaluate how the addition of Commonwealth Bank to your portfolios can decrease your overall portfolio volatility.