Keweenaw Land Pink Sheet Forecast - Simple Exponential Smoothing

KEWL Stock  USD 34.45  0.39  1.12%   
The Simple Exponential Smoothing forecasted value of Keweenaw Land Association on the next trading day is expected to be 34.50 with a mean absolute deviation of 0.91 and the sum of the absolute errors of 55.31. Keweenaw Pink Sheet Forecast is based on your current time horizon.
  
Keweenaw Land 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 Keweenaw Land Association are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Keweenaw Land Association prices get older.

Keweenaw Land Simple Exponential Smoothing Price Forecast For the 13th of December 2024

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Keweenaw Land Association on the next trading day is expected to be 34.50 with a mean absolute deviation of 0.91, mean absolute percentage error of 1.59, and the sum of the absolute errors of 55.31.
Please note that although there have been many attempts to predict Keweenaw 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 Keweenaw Land's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Keweenaw Land Pink Sheet Forecast Pattern

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Keweenaw Land Forecasted Value

In the context of forecasting Keweenaw Land'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. Keweenaw Land's downside and upside margins for the forecasting period are 30.71 and 38.30, respectively. We have considered Keweenaw Land'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
34.45
34.50
Expected Value
38.30
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 Keweenaw Land pink sheet data series using in forecasting. Note that when a statistical model is used to represent Keweenaw Land 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 Criteria118.5769
BiasArithmetic mean of the errors -0.036
MADMean absolute deviation0.9067
MAPEMean absolute percentage error0.0256
SAESum of the absolute errors55.3069
This simple exponential smoothing model begins by setting Keweenaw Land Association forecast for the second period equal to the observation of the first period. In other words, recent Keweenaw Land observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Keweenaw Land

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Keweenaw Land Association. 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.
Sophisticated investors, who have witnessed many market ups and downs, anticipate that the market will even out over time. This tendency of Keweenaw Land'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
30.6534.4538.25
Details
Intrinsic
Valuation
LowRealHigh
24.8728.6737.90
Details
Bollinger
Band Projection (param)
LowMiddleHigh
33.5236.3539.19
Details

Other Forecasting Options for Keweenaw Land

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

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

Keweenaw Land Association 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 Keweenaw Land'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 Keweenaw Land's current price.

Keweenaw Land Market Strength Events

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

Keweenaw Land Risk Indicators

The analysis of Keweenaw Land'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 Keweenaw Land's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting keweenaw 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 Keweenaw Pink Sheet

Keweenaw Land financial ratios help investors to determine whether Keweenaw 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 Keweenaw with respect to the benefits of owning Keweenaw Land security.