Medirom Healthcare Stock Forecast - Naive Prediction
| MRM Stock | USD 6.00 0.01 0.17% |
The Naive Prediction forecasted value of Medirom Healthcare Technologies on the next trading day is expected to be 5.82 with a mean absolute deviation of 0.05 and the sum of the absolute errors of 2.95. Medirom Stock Forecast is based on your current time horizon. Investors can use this forecasting interface to forecast Medirom Healthcare stock prices and determine the direction of Medirom Healthcare Technologies's future trends based on various well-known forecasting models. We recommend always using this module together with an analysis of Medirom Healthcare's historical fundamentals, such as revenue growth or operating cash flow patterns. Although Medirom Healthcare's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Medirom Healthcare's systematic risk associated with finding meaningful patterns of Medirom Healthcare fundamentals over time.
Check out Historical Fundamental Analysis of Medirom Healthcare to cross-verify your projections. Medirom |
Most investors in Medirom Healthcare 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 Medirom Healthcare's time series price data and predict how it will affect future prices. One of these methodologies is forecasting, which interprets Medirom Healthcare's price structures and extracts relationships that further increase the generated results' accuracy.
A naive forecasting model for Medirom Healthcare is a special case of the moving average forecasting where the number of periods used for smoothing is one. Therefore, the forecast of Medirom Healthcare Technologies value for a given trading day is simply the observed value for the previous period. Due to the simplistic nature of the naive forecasting model, it can only be used to forecast up to one period. Medirom Healthcare Naive Prediction Price Forecast For the 18th of April 2024
Given 90 days horizon, the Naive Prediction forecasted value of Medirom Healthcare Technologies on the next trading day is expected to be 5.82 with a mean absolute deviation of 0.05, mean absolute percentage error of 0, and the sum of the absolute errors of 2.95.Please note that although there have been many attempts to predict Medirom 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 Medirom Healthcare's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Medirom Healthcare Stock Forecast Pattern
| Backtest Medirom Healthcare | Medirom Healthcare Price Prediction | Buy or Sell Advice |
Medirom Healthcare Forecasted Value
In the context of forecasting Medirom Healthcare'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. Medirom Healthcare's downside and upside margins for the forecasting period are 4.56 and 7.08, respectively. We have considered Medirom Healthcare'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 Naive Prediction forecasting method's relative quality and the estimations of the prediction error of Medirom Healthcare stock data series using in forecasting. Note that when a statistical model is used to represent Medirom Healthcare 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 | 112.6006 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.0483 |
| MAPE | Mean absolute percentage error | 0.0081 |
| SAE | Sum of the absolute errors | 2.9468 |
Predictive Modules for Medirom Healthcare
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Medirom Healthcare. 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 Medirom Healthcare'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 Medirom Healthcare
For every potential investor in Medirom, whether a beginner or expert, Medirom Healthcare's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Medirom Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Medirom. Basic forecasting techniques help filter out the noise by identifying Medirom Healthcare's price trends.Medirom Healthcare 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 Medirom Healthcare stock to make a market-neutral strategy. Peer analysis of Medirom Healthcare could also be used in its relative valuation, which is a method of valuing Medirom Healthcare by comparing valuation metrics with similar companies.
| Risk & Return | Correlation |
Medirom Healthcare 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 Medirom Healthcare'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 Medirom Healthcare's current price.| Cycle Indicators | ||
| Math Operators | ||
| Math Transform | ||
| Momentum Indicators | ||
| Overlap Studies | ||
| Pattern Recognition | ||
| Price Transform | ||
| Statistic Functions | ||
| Volatility Indicators | ||
| Volume Indicators |
Medirom Healthcare Market Strength Events
Market strength indicators help investors to evaluate how Medirom Healthcare stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Medirom Healthcare shares will generate the highest return on investment. By undertsting and applying Medirom Healthcare stock market strength indicators, traders can identify Medirom Healthcare Technologies entry and exit signals to maximize returns.
Medirom Healthcare Risk Indicators
The analysis of Medirom Healthcare'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 Medirom Healthcare's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting medirom 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 | 0.8731 | |||
| Semi Deviation | 1.02 | |||
| Standard Deviation | 1.4 | |||
| Variance | 1.97 | |||
| Downside Variance | 1.49 | |||
| Semi Variance | 1.04 | |||
| Expected Short fall | (1.61) |
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 Medirom Healthcare to cross-verify your projections. You can also try the Odds Of Bankruptcy module to get analysis of equity chance of financial distress in the next 2 years.
Complementary Tools for Medirom Stock analysis
When running Medirom Healthcare's price analysis, check to measure Medirom Healthcare'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 Medirom Healthcare is operating at the current time. Most of Medirom Healthcare's value examination focuses on studying past and present price action to predict the probability of Medirom Healthcare's future price movements. You can analyze the entity against its peers and the financial market as a whole to determine factors that move Medirom Healthcare's price. Additionally, you may evaluate how the addition of Medirom Healthcare to your portfolios can decrease your overall portfolio volatility.
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Is Medirom Healthcare's industry 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 Medirom Healthcare. If investors know Medirom 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 Medirom Healthcare listed above have to be considered, but the key to understanding future value is determining which factors weigh more heavily than others.
Earnings Share (0.05) | Revenue Per Share 1.4 K | Quarterly Revenue Growth 0.03 | Return On Assets (0.01) | Return On Equity (7.00) |
The market value of Medirom Healthcare is measured differently than its book value, which is the value of Medirom that is recorded on the company's balance sheet. Investors also form their own opinion of Medirom Healthcare's value that differs from its market value or its book value, called intrinsic value, which is Medirom Healthcare's 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 Medirom Healthcare's market value can be influenced by many factors that don't directly affect Medirom Healthcare's 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 Medirom Healthcare's value and its price as these two are different measures arrived at by different means. Investors typically determine if Medirom Healthcare is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Medirom Healthcare's 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.