Kesko Oyj Pink Sheet Forecast - 8 Period Moving Average

KKOYY Stock  USD 10.02  0.11  1.11%   
The 8 Period Moving Average forecasted value of Kesko Oyj ADR on the next trading day is expected to be 9.95 with a mean absolute deviation of 0.25 and the sum of the absolute errors of 13.02. Kesko Pink Sheet Forecast is based on your current time horizon.
  
An 8-period moving average forecast model for Kesko Oyj is based on an artificially constructed time series of Kesko Oyj daily prices in which the value for a trading day is replaced by the mean of that value and the values for 8 of preceding and succeeding time periods. This model is best suited for price series data that changes over time.

Kesko Oyj 8 Period Moving Average Price Forecast For the 30th of November

Given 90 days horizon, the 8 Period Moving Average forecasted value of Kesko Oyj ADR on the next trading day is expected to be 9.95 with a mean absolute deviation of 0.25, mean absolute percentage error of 0.10, and the sum of the absolute errors of 13.02.
Please note that although there have been many attempts to predict Kesko 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 Kesko Oyj's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Kesko Oyj Pink Sheet Forecast Pattern

Backtest Kesko OyjKesko Oyj Price PredictionBuy or Sell Advice 

Kesko Oyj Forecasted Value

In the context of forecasting Kesko Oyj'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. Kesko Oyj's downside and upside margins for the forecasting period are 8.30 and 11.59, respectively. We have considered Kesko Oyj'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
10.02
9.95
Expected Value
11.59
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the 8 Period Moving Average forecasting method's relative quality and the estimations of the prediction error of Kesko Oyj pink sheet data series using in forecasting. Note that when a statistical model is used to represent Kesko Oyj 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 Criteria101.1414
BiasArithmetic mean of the errors None
MADMean absolute deviation0.2457
MAPEMean absolute percentage error0.0239
SAESum of the absolute errors13.0225
The eieght-period moving average method has an advantage over other forecasting models in that it does smooth out peaks and valleys in a set of daily observations. Kesko Oyj ADR 8-period moving average forecast can only be used reliably to predict one or two periods into the future.

Predictive Modules for Kesko Oyj

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Kesko Oyj ADR. 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 Kesko Oyj'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
8.259.9111.57
Details
Intrinsic
Valuation
LowRealHigh
8.4110.0711.73
Details

Other Forecasting Options for Kesko Oyj

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

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

Kesko Oyj ADR 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 Kesko Oyj'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 Kesko Oyj's current price.

Kesko Oyj Market Strength Events

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

Kesko Oyj Risk Indicators

The analysis of Kesko Oyj'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 Kesko Oyj's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting kesko 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.

Also Currently Popular

Analyzing currently trending equities could be an opportunity to develop a better portfolio based on different market momentums that they can trigger. Utilizing the top trending stocks is also useful when creating a market-neutral strategy or pair trading technique involving a short or a long position in a currently trending equity.

Additional Tools for Kesko Pink Sheet Analysis

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