Kamux Suomi Stock Forecast - Simple Regression
| KAMUX Stock | EUR 5.64 0.14 2.55% |
The Simple Regression forecasted value of Kamux Suomi Oy on the next trading day is expected to be 5.66 with a mean absolute deviation of 0.16 and the sum of the absolute errors of 9.72. Kamux Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Kamux Suomi stock prices and determine the direction of Kamux Suomi Oy's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Kamux Suomi's historical fundamentals, such as revenue growth or operating cash flow patterns.
Check out Historical Fundamental Analysis of Kamux Suomi to cross-verify your projections. Kamux |
Most investors in Kamux Suomi cannot accurately predict what will happen the next trading day because, historically, stock markets tend to be unpredictable and even illogical. Modeling turbulent structures requires applying different statistical methods, techniques, and algorithms to find hidden data structures or patterns within the Kamux Suomi's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Kamux Suomi's price structures and extracts relationships that further increase the generated results' accuracy.
Simple Regression model is a single variable regression model that attempts to put a straight line through Kamux Suomi 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. Kamux Suomi Simple Regression Price Forecast For the 14th of May 2024
Given 90 days horizon, the Simple Regression forecasted value of Kamux Suomi Oy on the next trading day is expected to be 5.66 with a mean absolute deviation of 0.16, mean absolute percentage error of 0.04, and the sum of the absolute errors of 9.72.Please note that although there have been many attempts to predict Kamux 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 Kamux Suomi's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Kamux Suomi Stock Forecast Pattern
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Kamux Suomi Forecasted Value
In the context of forecasting Kamux Suomi'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. Kamux Suomi's downside and upside margins for the forecasting period are 4.05 and 7.28, respectively. We have considered Kamux Suomi'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.
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 Kamux Suomi stock data series using in forecasting. Note that when a statistical model is used to represent Kamux Suomi 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.| AIC | Akaike Information Criteria | 114.8278 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.1594 |
| MAPE | Mean absolute percentage error | 0.029 |
| SAE | Sum of the absolute errors | 9.7219 |
Predictive Modules for Kamux Suomi
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Kamux Suomi Oy. 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 Kamux Suomi'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.
Other Forecasting Options for Kamux Suomi
For every potential investor in Kamux, whether a beginner or expert, Kamux Suomi's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Kamux Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Kamux. Basic forecasting techniques help filter out the noise by identifying Kamux Suomi's price trends.Kamux Suomi 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 Kamux Suomi stock to make a market-neutral strategy. Peer analysis of Kamux Suomi could also be used in its relative valuation, which is a method of valuing Kamux Suomi by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Kamux Suomi Oy 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 Kamux Suomi'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 Kamux Suomi's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Kamux Suomi Market Strength Events
Market strength indicators help investors to evaluate how Kamux Suomi stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Kamux Suomi shares will generate the highest return on investment. By undertsting and applying Kamux Suomi stock market strength indicators, traders can identify Kamux Suomi Oy entry and exit signals to maximize returns.
Kamux Suomi Risk Indicators
The analysis of Kamux Suomi'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 Kamux Suomi's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kamux 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.
| Mean Deviation | 1.31 | |||
| Semi Deviation | 1.43 | |||
| Standard Deviation | 1.61 | |||
| Variance | 2.61 | |||
| Downside Variance | 2.67 | |||
| Semi Variance | 2.05 | |||
| Expected Short fall | (1.50) |
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.
Some investors attempt to determine whether the market's mood is bullish or bearish by monitoring changes in market sentiment. Unlike more traditional methods such as technical analysis, investor sentiment usually refers to the aggregate attitude towards Kamux Suomi in the overall investment community. So, suppose investors can accurately measure the market's sentiment. In that case, they can use it for their benefit. For example, some tools to gauge market sentiment could be utilized using contrarian indexes, Kamux Suomi's short interest history, or implied volatility extrapolated from Kamux Suomi options trading.
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Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of Kamux Suomi to cross-verify your projections. You can also try the Stock Screener module to find equities using a custom stock filter or screen asymmetry in trading patterns, price, volume, or investment outlook..
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When running Kamux Suomi's price analysis, check to measure Kamux Suomi'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 Kamux Suomi is operating at the current time. Most of Kamux Suomi's value examination focuses on studying past and present price action to predict the probability of Kamux Suomi's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Kamux Suomi's price. Additionally, you may evaluate how the addition of Kamux Suomi to your portfolios can decrease your overall portfolio volatility.
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