Keyence Pink Sheet Forecast - Simple Regression

KYCCF Stock  USD 430.00  1.00  0.23%   
The Simple Regression forecasted value of Keyence on the next trading day is expected to be 415.90 with a mean absolute deviation of 11.01 and the sum of the absolute errors of 682.79. Keyence Pink Sheet Forecast is based on your current time horizon. We recommend always using this module together with an analysis of Keyence's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Simple Regression model is a single variable regression model that attempts to put a straight line through Keyence price points. This line is defined by its gradient or slope, and the point at which it intercepts the x-axis. Mathematically, assuming the independent variable is X and the dependent variable is Y, then this line can be represented as: Y = intercept + slope * X.

Keyence Simple Regression Price Forecast For the 14th of December 2024

Given 90 days horizon, the Simple Regression forecasted value of Keyence on the next trading day is expected to be 415.90 with a mean absolute deviation of 11.01, mean absolute percentage error of 187.06, and the sum of the absolute errors of 682.79.
Please note that although there have been many attempts to predict Keyence 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 Keyence's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Keyence Pink Sheet Forecast Pattern

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Keyence Forecasted Value

In the context of forecasting Keyence'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. Keyence's downside and upside margins for the forecasting period are 413.67 and 418.13, respectively. We have considered Keyence'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
430.00
413.67
Downside
415.90
Expected Value
418.13
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Regression forecasting method's relative quality and the estimations of the prediction error of Keyence pink sheet data series using in forecasting. Note that when a statistical model is used to represent Keyence 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 Criteria125.1798
BiasArithmetic mean of the errors None
MADMean absolute deviation11.0127
MAPEMean absolute percentage error0.0249
SAESum of the absolute errors682.7903
In general, regression methods applied to historical equity returns or prices series is an area of active research. In recent decades, new methods have been developed for robust regression of price series such as Keyence historical returns. These new methods are regression involving correlated responses such as growth curves and different regression methods accommodating various types of missing data.

Predictive Modules for Keyence

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Keyence. 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 Keyence'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
427.77430.00432.23
Details
Intrinsic
Valuation
LowRealHigh
369.89372.12473.00
Details

Other Forecasting Options for Keyence

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

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Keyence 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 Keyence'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 Keyence's current price.

Keyence Market Strength Events

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

Keyence Risk Indicators

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

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