Community Bank Stock Forecast - Triple Exponential Smoothing

CBU Stock  USD 69.23  0.37  0.53%   
The Triple Exponential Smoothing forecasted value of Community Bank System on the next trading day is expected to be 69.42 with a mean absolute deviation of 1.12 and the sum of the absolute errors of 67.27. Community Stock Forecast is based on your current time horizon.
  
Asset Turnover is likely to gain to 0.05 in 2024, whereas Inventory Turnover is likely to drop (1.45) in 2024. . Net Income Applicable To Common Shares is likely to gain to about 227.1 M in 2024, whereas Common Stock Shares Outstanding is likely to drop slightly above 31 M in 2024.
Triple exponential smoothing for Community Bank - also known as the Winters method - is a refinement of the popular double exponential smoothing model with the addition of periodicity (seasonality) component. Simple exponential smoothing technique works best with data where there are no trend or seasonality components to the data. When Community Bank prices exhibit either an increasing or decreasing trend over time, simple exponential smoothing forecasts tend to lag behind observations. Double exponential smoothing is designed to address this type of data series by taking into account any trend in Community Bank price movement. However, neither of these exponential smoothing models address any seasonality of Community Bank System.

Community Bank Triple Exponential Smoothing Price Forecast For the 1st of December

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Community Bank System on the next trading day is expected to be 69.42 with a mean absolute deviation of 1.12, mean absolute percentage error of 2.92, and the sum of the absolute errors of 67.27.
Please note that although there have been many attempts to predict Community 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 Community Bank's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Community Bank Stock Forecast Pattern

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Community Bank Forecasted Value

In the context of forecasting Community 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. Community Bank's downside and upside margins for the forecasting period are 66.79 and 72.05, respectively. We have considered Community 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
69.23
69.42
Expected Value
72.05
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Triple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Community Bank stock data series using in forecasting. Note that when a statistical model is used to represent Community 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 CriteriaHuge
BiasArithmetic mean of the errors -0.2668
MADMean absolute deviation1.1211
MAPEMean absolute percentage error0.0178
SAESum of the absolute errors67.2662
As with simple exponential smoothing, in triple exponential smoothing models past Community Bank observations are given exponentially smaller weights as the observations get older. In other words, recent observations are given relatively more weight in forecasting than the older Community Bank System observations.

Predictive Modules for Community 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 Community Bank System. 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
66.1468.7771.40
Details
Intrinsic
Valuation
LowRealHigh
54.7457.3776.15
Details
Bollinger
Band Projection (param)
LowMiddleHigh
67.0769.3371.59
Details
5 Analysts
Consensus
LowTargetHigh
47.7152.4358.20
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Community Bank. Your research has to be compared to or analyzed against Community Bank's peers to derive any actionable benefits. When done correctly, Community 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 Community Bank System.

Other Forecasting Options for Community Bank

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

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 Risk & Return  Correlation

Community Bank System 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 Community 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 Community Bank's current price.

Community Bank Market Strength Events

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

Community Bank Risk Indicators

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

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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 Community Stock Analysis

When running Community Bank's price analysis, check to measure Community 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 Community Bank is operating at the current time. Most of Community Bank's value examination focuses on studying past and present price action to predict the probability of Community 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 Community Bank's price. Additionally, you may evaluate how the addition of Community Bank to your portfolios can decrease your overall portfolio volatility.