Farmers Bancorp Pink Sheet Forecast - Simple Exponential Smoothing

FABP Stock  USD 38.00  2.43  6.83%   
The Simple Exponential Smoothing forecasted value of Farmers Bancorp on the next trading day is expected to be 38.00 with a mean absolute deviation of 0.23 and the sum of the absolute errors of 14.18. Farmers Pink Sheet Forecast is based on your current time horizon.
  
Farmers Bancorp simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Farmers Bancorp are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Farmers Bancorp prices get older.

Farmers Bancorp Simple Exponential Smoothing Price Forecast For the 15th of December 2024

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Farmers Bancorp on the next trading day is expected to be 38.00 with a mean absolute deviation of 0.23, mean absolute percentage error of 0.22, and the sum of the absolute errors of 14.18.
Please note that although there have been many attempts to predict Farmers Pink Sheet 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 Farmers Bancorp's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Farmers Bancorp Pink Sheet Forecast Pattern

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Farmers Bancorp Forecasted Value

In the context of forecasting Farmers Bancorp's Pink Sheet 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. Farmers Bancorp's downside and upside margins for the forecasting period are 36.66 and 39.34, respectively. We have considered Farmers Bancorp'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
38.00
38.00
Expected Value
39.34
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Farmers Bancorp pink sheet data series using in forecasting. Note that when a statistical model is used to represent Farmers Bancorp pink sheet, 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 Criteria116.5979
BiasArithmetic mean of the errors -0.0721
MADMean absolute deviation0.2325
MAPEMean absolute percentage error0.0067
SAESum of the absolute errors14.18
This simple exponential smoothing model begins by setting Farmers Bancorp forecast for the second period equal to the observation of the first period. In other words, recent Farmers Bancorp observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Farmers Bancorp

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Farmers Bancorp. Regardless of method or technology, however, to accurately forecast the pink sheet market is more a matter of luck rather than a particular technique. Nevertheless, trying to predict the pink sheet 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
36.6638.0039.34
Details
Intrinsic
Valuation
LowRealHigh
29.3530.6941.80
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Farmers Bancorp. Your research has to be compared to or analyzed against Farmers Bancorp's peers to derive any actionable benefits. When done correctly, Farmers Bancorp'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 Farmers Bancorp.

Other Forecasting Options for Farmers Bancorp

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

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

Farmers Bancorp Technical and Predictive Analytics

The pink sheet market is financially volatile. Despite the volatility, there exist limitless possibilities of gaining profits and building passive income portfolios. With the complexity of Farmers Bancorp'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 Farmers Bancorp's current price.

Farmers Bancorp Market Strength Events

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

Farmers Bancorp Risk Indicators

The analysis of Farmers Bancorp'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 Farmers Bancorp's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting farmers pink sheet 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 Farmers Bancorp

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 Farmers Bancorp 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 Farmers Bancorp will appreciate offsetting losses from the drop in the long position's value.

Moving together with Farmers Pink Sheet

  0.69HDB HDFC Bank LimitedPairCorr

Moving against Farmers Pink Sheet

  0.83BBDC4 Banco Bradesco SAPairCorr
  0.77BNPQF BNP Paribas SAPairCorr
  0.74PFE Pfizer Inc Fiscal Year End 4th of February 2025 PairCorr
  0.71BNPQY BNP Paribas SAPairCorr
  0.46BBAS3 Banco do BrasilPairCorr
The ability to find closely correlated positions to Farmers Bancorp could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Farmers Bancorp 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 Farmers Bancorp - 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 Farmers Bancorp to buy it.
The correlation of Farmers Bancorp 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 Farmers Bancorp moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Farmers Bancorp 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 Farmers Bancorp 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 Farmers Pink Sheet Analysis

When running Farmers Bancorp's price analysis, check to measure Farmers Bancorp'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 Farmers Bancorp is operating at the current time. Most of Farmers Bancorp's value examination focuses on studying past and present price action to predict the probability of Farmers Bancorp's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Farmers Bancorp's price. Additionally, you may evaluate how the addition of Farmers Bancorp to your portfolios can decrease your overall portfolio volatility.