Independent Bank Stock Forecast - Triple Exponential Smoothing

IBCP Stock  USD 38.87  0.37  0.96%   
The Triple Exponential Smoothing forecasted value of Independent Bank on the next trading day is expected to be 39.06 with a mean absolute deviation of 0.63 and the sum of the absolute errors of 37.99. Independent Stock Forecast is based on your current time horizon. Although Independent Bank's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Independent Bank's systematic risk associated with finding meaningful patterns of Independent Bank fundamentals over time.
  
At this time, Independent Bank's Fixed Asset Turnover is relatively stable compared to the past year. As of 11/26/2024, Asset Turnover is likely to grow to 0.06, while Receivables Turnover is likely to drop 1.73. . As of 11/26/2024, Common Stock Shares Outstanding is likely to drop to about 12.5 M. In addition to that, Net Income Applicable To Common Shares is likely to drop to about 36.9 M.
Triple exponential smoothing for Independent 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 Independent 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 Independent Bank price movement. However, neither of these exponential smoothing models address any seasonality of Independent Bank.

Independent Bank Triple Exponential Smoothing Price Forecast For the 27th of November

Given 90 days horizon, the Triple Exponential Smoothing forecasted value of Independent Bank on the next trading day is expected to be 39.06 with a mean absolute deviation of 0.63, mean absolute percentage error of 0.87, and the sum of the absolute errors of 37.99.
Please note that although there have been many attempts to predict Independent 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 Independent Bank's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Independent Bank Stock Forecast Pattern

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Independent Bank Forecasted Value

In the context of forecasting Independent 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. Independent Bank's downside and upside margins for the forecasting period are 36.35 and 41.77, respectively. We have considered Independent 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
38.87
39.06
Expected Value
41.77
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 Independent Bank stock data series using in forecasting. Note that when a statistical model is used to represent Independent 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 0.1058
MADMean absolute deviation0.6332
MAPEMean absolute percentage error0.0184
SAESum of the absolute errors37.99
As with simple exponential smoothing, in triple exponential smoothing models past Independent 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 Independent Bank observations.

Predictive Modules for Independent 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 Independent 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Independent Bank's price to converge to an average value over time is called mean reversion. However, historically, high market prices usually discourage investors that believe in mean reversion to invest, while low prices are viewed as an opportunity to buy.
Hype
Prediction
LowEstimatedHigh
35.5038.1840.86
Details
Intrinsic
Valuation
LowRealHigh
26.4229.1042.35
Details
Bollinger
Band Projection (param)
LowMiddleHigh
36.6737.9039.13
Details
5 Analysts
Consensus
LowTargetHigh
19.5721.5023.87
Details

Other Forecasting Options for Independent Bank

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

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

Independent 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 Independent 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 Independent Bank's current price.

Independent Bank Market Strength Events

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

Independent Bank Risk Indicators

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

Pair Trading with Independent Bank

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Independent Bank position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Independent Bank will appreciate offsetting losses from the drop in the long position's value.

Moving together with Independent Stock

  0.97AX Axos FinancialPairCorr
  0.97BY Byline Bancorp Fiscal Year End 23rd of January 2025 PairCorr
  0.96PB Prosperity Bancshares Fiscal Year End 22nd of January 2025 PairCorr

Moving against Independent Stock

  0.46CFG-PE Citizens FinancialPairCorr
  0.41TFC-PR Truist FinancialPairCorr
  0.4TFC-PO Truist FinancialPairCorr
  0.34WF Woori Financial GroupPairCorr
The ability to find closely correlated positions to Independent Bank could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Independent Bank when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Independent Bank - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Independent Bank to buy it.
The correlation of Independent Bank is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Independent Bank moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Independent Bank moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Independent Bank can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Additional Tools for Independent Stock Analysis

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