Nilfisk Holding Stock Forecast - Polynomial Regression

NLFSK Stock  DKK 106.60  0.20  0.19%   
The Polynomial Regression forecasted value of Nilfisk Holding AS on the next trading day is expected to be 109.22 with a mean absolute deviation of 2.61 and the sum of the absolute errors of 159.49. Nilfisk Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Nilfisk Holding stock prices and determine the direction of Nilfisk Holding AS's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Nilfisk Holding's historical fundamentals, such as revenue growth or operating cash flow patterns.
  
Nilfisk Holding polinomial regression implements a single variable polynomial regression model using the daily prices as the independent variable. The coefficients of the regression for Nilfisk Holding AS as well as the accuracy indicators are determined from the period prices.

Nilfisk Holding Polynomial Regression Price Forecast For the 1st of December

Given 90 days horizon, the Polynomial Regression forecasted value of Nilfisk Holding AS on the next trading day is expected to be 109.22 with a mean absolute deviation of 2.61, mean absolute percentage error of 11.83, and the sum of the absolute errors of 159.49.
Please note that although there have been many attempts to predict Nilfisk 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 Nilfisk Holding's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Nilfisk Holding Stock Forecast Pattern

Backtest Nilfisk HoldingNilfisk Holding Price PredictionBuy or Sell Advice 

Nilfisk Holding Forecasted Value

In the context of forecasting Nilfisk Holding'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. Nilfisk Holding's downside and upside margins for the forecasting period are 107.19 and 111.24, respectively. We have considered Nilfisk Holding'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
106.60
107.19
Downside
109.22
Expected Value
111.24
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of Nilfisk Holding stock data series using in forecasting. Note that when a statistical model is used to represent Nilfisk Holding 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.
AICAkaike Information Criteria120.5812
BiasArithmetic mean of the errors None
MADMean absolute deviation2.6146
MAPEMean absolute percentage error0.0206
SAESum of the absolute errors159.4881
A single variable polynomial regression model attempts to put a curve through the Nilfisk Holding historical price points. Mathematically, assuming the independent variable is X and the dependent variable is Y, this line can be indicated as: Y = a0 + a1*X + a2*X2 + a3*X3 + ... + am*Xm

Predictive Modules for Nilfisk Holding

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Nilfisk Holding AS. 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.
Hype
Prediction
LowEstimatedHigh
104.58106.60108.62
Details
Intrinsic
Valuation
LowRealHigh
90.7292.74117.26
Details
Bollinger
Band Projection (param)
LowMiddleHigh
105.13106.22107.31
Details

Other Forecasting Options for Nilfisk Holding

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

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

Nilfisk Holding AS 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 Nilfisk Holding'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 Nilfisk Holding's current price.

Nilfisk Holding Market Strength Events

Market strength indicators help investors to evaluate how Nilfisk Holding stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Nilfisk Holding shares will generate the highest return on investment. By undertsting and applying Nilfisk Holding stock market strength indicators, traders can identify Nilfisk Holding AS entry and exit signals to maximize returns.

Nilfisk Holding Risk Indicators

The analysis of Nilfisk Holding'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 Nilfisk Holding's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting nilfisk 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.
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.

Pair Trading with Nilfisk Holding

One of the main advantages of trading using pair correlations is that every trade hedges away some risk. Because there are two separate transactions required, even if Nilfisk Holding position performs unexpectedly, the other equity can make up some of the losses. Pair trading also minimizes risk from directional movements in the market. For example, if an entire industry or sector drops because of unexpected headlines, the short position in Nilfisk Holding will appreciate offsetting losses from the drop in the long position's value.

Moving together with Nilfisk Stock

  0.73ALK-B ALK Abell ASPairCorr

Moving against Nilfisk Stock

  0.74DATA Dataproces GroupPairCorr
  0.54CHEMM ChemoMetec ASPairCorr
The ability to find closely correlated positions to Nilfisk Holding could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Nilfisk Holding when you sell it. If you don't do this, your portfolio allocation will be skewed against your target asset allocation. So, investors can't just sell and buy back Nilfisk Holding - that would be a violation of the tax code under the "wash sale" rule, and this is why you need to find a similar enough asset and use the proceeds from selling Nilfisk Holding AS to buy it.
The correlation of Nilfisk Holding is a statistical measure of how it moves in relation to other instruments. This measure is expressed in what is known as the correlation coefficient, which ranges between -1 and +1. A perfect positive correlation (i.e., a correlation coefficient of +1) implies that as Nilfisk Holding moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Nilfisk Holding AS moves in either direction, the perfectly negatively correlated security will move in the opposite direction. If the correlation is 0, the equities are not correlated; they are entirely random. A correlation greater than 0.8 is generally described as strong, whereas a correlation less than 0.5 is generally considered weak.
Correlation analysis and pair trading evaluation for Nilfisk Holding can also be used as hedging techniques within a particular sector or industry or even over random equities to generate a better risk-adjusted return on your portfolios.
Pair CorrelationCorrelation Matching

Other Information on Investing in Nilfisk Stock

Nilfisk Holding financial ratios help investors to determine whether Nilfisk Stock 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 Nilfisk with respect to the benefits of owning Nilfisk Holding security.