Brother Industries Pink Sheet Forecast - Naive Prediction

BRTHF Stock  USD 19.50  2.08  11.94%   
The Naive Prediction forecasted value of Brother Industries on the next trading day is expected to be 23.04 with a mean absolute deviation of 1.30 and the sum of the absolute errors of 79.21. Brother Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Brother Industries' historical fundamentals, such as revenue growth or operating cash flow patterns.
  
A naive forecasting model for Brother Industries is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Brother Industries value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period.

Brother Industries Naive Prediction Price Forecast For the 17th of December 2024

Given 90 days horizon, the Naive Prediction forecasted value of Brother Industries on the next trading day is expected to be 23.04 with a mean absolute deviation of 1.30, mean absolute percentage error of 4.53, and the sum of the absolute errors of 79.21.
Please note that although there have been many attempts to predict Brother 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 Brother Industries' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Brother Industries Pink Sheet Forecast Pattern

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Brother Industries Forecasted Value

In the context of forecasting Brother Industries' 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. Brother Industries' downside and upside margins for the forecasting period are 2.44 and 43.63, respectively. We have considered Brother Industries' 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
19.50
23.04
Expected Value
43.63
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Brother Industries pink sheet data series using in forecasting. Note that when a statistical model is used to represent Brother Industries 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 Criteria119.6204
BiasArithmetic mean of the errors None
MADMean absolute deviation1.2985
MAPEMean absolute percentage error9.223372036854776E14
SAESum of the absolute errors79.2111
This model is not at all useful as a medium-long range forecasting tool of Brother Industries. This model is simplistic and is included partly for completeness and partly because of its simplicity. It is unlikely that you'll want to use this model directly to predict Brother Industries. Instead, consider using either the moving average model or the more general weighted moving average model with a higher (i.e., greater than 1) number of periods, and possibly a different set of weights.

Predictive Modules for Brother Industries

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Brother Industries. 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
0.9819.5040.10
Details
Intrinsic
Valuation
LowRealHigh
0.306.0826.68
Details
Please note, it is not enough to conduct a financial or market analysis of a single entity such as Brother Industries. Your research has to be compared to or analyzed against Brother Industries' peers to derive any actionable benefits. When done correctly, Brother Industries' 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 Brother Industries.

Other Forecasting Options for Brother Industries

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

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

Brother Industries 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 Brother Industries' 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 Brother Industries' current price.

Brother Industries Market Strength Events

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

Brother Industries Risk Indicators

The analysis of Brother Industries' 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 Brother Industries' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting brother 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.

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Other Information on Investing in Brother Pink Sheet

Brother Industries financial ratios help investors to determine whether Brother Pink Sheet is cheap or expensive when compared to a particular measure, such as profits or enterprise value. In other words, they help investors to determine the cost of investment in Brother with respect to the benefits of owning Brother Industries security.