RENTOKIL INITIAL Stock Forecast - Polynomial Regression
| RTO Stock | EUR 23.80 0.80 3.25% |
The Polynomial Regression forecasted value of RENTOKIL INITIAL ADR5 on the next trading day is expected to be 23.67 with a mean absolute deviation of 0.47 and the sum of the absolute errors of 28.55. RENTOKIL Stock Forecast is based on your current time horizon. We recommend always using this module together with an analysis of RENTOKIL INITIAL's historical fundamentals, such as revenue growth or operating cash flow patterns.
RENTOKIL |
RENTOKIL INITIAL Polynomial Regression Price Forecast For the 23rd of December
Given 90 days horizon, the Polynomial Regression forecasted value of RENTOKIL INITIAL ADR5 on the next trading day is expected to be 23.67 with a mean absolute deviation of 0.47, mean absolute percentage error of 0.41, and the sum of the absolute errors of 28.55.Please note that although there have been many attempts to predict RENTOKIL 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 RENTOKIL INITIAL's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
RENTOKIL INITIAL Stock Forecast Pattern
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RENTOKIL INITIAL Forecasted Value
In the context of forecasting RENTOKIL INITIAL'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. RENTOKIL INITIAL's downside and upside margins for the forecasting period are 20.59 and 26.75, respectively. We have considered RENTOKIL INITIAL'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 Polynomial Regression forecasting method's relative quality and the estimations of the prediction error of RENTOKIL INITIAL stock data series using in forecasting. Note that when a statistical model is used to represent RENTOKIL INITIAL 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 | 117.2221 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.4681 |
| MAPE | Mean absolute percentage error | 0.0203 |
| SAE | Sum of the absolute errors | 28.5528 |
Predictive Modules for RENTOKIL INITIAL
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as RENTOKIL INITIAL ADR5. 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.Other Forecasting Options for RENTOKIL INITIAL
For every potential investor in RENTOKIL, whether a beginner or expert, RENTOKIL INITIAL's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. RENTOKIL Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in RENTOKIL. Basic forecasting techniques help filter out the noise by identifying RENTOKIL INITIAL's price trends.RENTOKIL INITIAL 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 RENTOKIL INITIAL stock to make a market-neutral strategy. Peer analysis of RENTOKIL INITIAL could also be used in its relative valuation, which is a method of valuing RENTOKIL INITIAL by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
RENTOKIL INITIAL ADR5 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 RENTOKIL INITIAL'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 RENTOKIL INITIAL's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
RENTOKIL INITIAL Market Strength Events
Market strength indicators help investors to evaluate how RENTOKIL INITIAL stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading RENTOKIL INITIAL shares will generate the highest return on investment. By undertsting and applying RENTOKIL INITIAL stock market strength indicators, traders can identify RENTOKIL INITIAL ADR5 entry and exit signals to maximize returns.
RENTOKIL INITIAL Risk Indicators
The analysis of RENTOKIL INITIAL'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 RENTOKIL INITIAL's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting rentokil 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 | 2.17 | |||
| Semi Deviation | 2.52 | |||
| Standard Deviation | 3.08 | |||
| Variance | 9.49 | |||
| Downside Variance | 8.75 | |||
| Semi Variance | 6.35 | |||
| Expected Short fall | (2.68) |
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 RENTOKIL Stock
RENTOKIL INITIAL financial ratios help investors to determine whether RENTOKIL 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 RENTOKIL with respect to the benefits of owning RENTOKIL INITIAL security.