Alarm Holdings Stock Forecast - Polynomial Regression
| ALRM Stock | USD 64.66 0.48 0.74% |
The Polynomial Regression forecasted value of Alarm Holdings on the next trading day is expected to be 66.78 with a mean absolute deviation of 0.93 and the sum of the absolute errors of 56.54. Alarm Stock Forecast is based on your current time horizon. Although Alarm Holdings' naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Alarm Holdings' systematic risk associated with finding meaningful patterns of Alarm Holdings fundamentals over time.
Alarm |
Alarm Holdings Polynomial Regression Price Forecast For the 3rd of December
Given 90 days horizon, the Polynomial Regression forecasted value of Alarm Holdings on the next trading day is expected to be 66.78 with a mean absolute deviation of 0.93, mean absolute percentage error of 1.79, and the sum of the absolute errors of 56.54.Please note that although there have been many attempts to predict Alarm 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 Alarm Holdings' next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Alarm Holdings Stock Forecast Pattern
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Alarm Holdings Forecasted Value
In the context of forecasting Alarm Holdings' 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. Alarm Holdings' downside and upside margins for the forecasting period are 64.61 and 68.96, respectively. We have considered Alarm Holdings' 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 Alarm Holdings stock data series using in forecasting. Note that when a statistical model is used to represent Alarm Holdings 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 | 118.6915 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.9269 |
| MAPE | Mean absolute percentage error | 0.0162 |
| SAE | Sum of the absolute errors | 56.5425 |
Predictive Modules for Alarm Holdings
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Alarm Holdings. 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 Alarm Holdings
For every potential investor in Alarm, whether a beginner or expert, Alarm Holdings' price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Alarm Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Alarm. Basic forecasting techniques help filter out the noise by identifying Alarm Holdings' price trends.View Alarm Holdings Related Equities
| Risk & Return | Correlation |
Alarm Holdings 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 Alarm Holdings' 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 Alarm Holdings' current price.| Cycle Indicators | ||
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Alarm Holdings Market Strength Events
Market strength indicators help investors to evaluate how Alarm Holdings stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Alarm Holdings shares will generate the highest return on investment. By undertsting and applying Alarm Holdings stock market strength indicators, traders can identify Alarm Holdings entry and exit signals to maximize returns.
| Accumulation Distribution | 7287.55 | |||
| Daily Balance Of Power | (0.38) | |||
| Rate Of Daily Change | 0.99 | |||
| Day Median Price | 64.72 | |||
| Day Typical Price | 64.7 | |||
| Price Action Indicator | (0.30) | |||
| Period Momentum Indicator | (0.48) |
Alarm Holdings Risk Indicators
The analysis of Alarm Holdings' 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 Alarm Holdings' investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting alarm 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 | 1.45 | |||
| Semi Deviation | 1.54 | |||
| Standard Deviation | 2.18 | |||
| Variance | 4.73 | |||
| Downside Variance | 2.88 | |||
| Semi Variance | 2.37 | |||
| Expected Short fall | (1.67) |
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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Try AI Portfolio ArchitectCheck out Historical Fundamental Analysis of Alarm Holdings to cross-verify your projections. To learn how to invest in Alarm Stock, please use our How to Invest in Alarm Holdings guide.You can also try the Headlines Timeline module to stay connected to all market stories and filter out noise. Drill down to analyze hype elasticity.
Is Application Software space expected to grow? Or is there an opportunity to expand the business' product line in the future? Factors like these will boost the valuation of Alarm Holdings. If investors know Alarm will grow in the future, the company's valuation will be higher. The financial industry is built on trying to define current growth potential and future valuation accurately. All the valuation information about Alarm Holdings listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Quarterly Earnings Growth 0.818 | Earnings Share 2.32 | Revenue Per Share 18.569 | Quarterly Revenue Growth 0.084 | Return On Assets 0.0387 |
The market value of Alarm Holdings is measured differently than its book value, which is the value of Alarm that is recorded on the company's balance sheet. Investors also form their own opinion of Alarm Holdings' value that differs from its market value or its book value, called intrinsic value, which is Alarm Holdings' true underlying value. Investors use various methods to calculate intrinsic value and buy a stock when its market value falls below its intrinsic value. Because Alarm Holdings' market value can be influenced by many factors that don't directly affect Alarm Holdings' underlying business (such as a pandemic or basic market pessimism), market value can vary widely from intrinsic value.
Please note, there is a significant difference between Alarm Holdings' value and its price as these two are different measures arrived at by different means. Investors typically determine if Alarm Holdings is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Alarm Holdings' price is the amount at which it trades on the open market and represents the number that a seller and buyer find agreeable to each party.