Ricoh Pink Sheet Forecast - Simple Exponential Smoothing

RICOY Stock  USD 12.03  0.09  0.75%   
The Simple Exponential Smoothing forecasted value of Ricoh Company on the next trading day is expected to be 12.01 with a mean absolute deviation of 0.19 and the sum of the absolute errors of 11.69. Ricoh Pink Sheet Forecast is based on your current time horizon.
  
Ricoh simple exponential smoothing forecast is a very popular model used to produce a smoothed price series. Whereas in simple Moving Average models the past observations for Ricoh Company are weighted equally, Exponential Smoothing assigns exponentially decreasing weights as Ricoh Company prices get older.

Ricoh Simple Exponential Smoothing Price Forecast For the 18th of December 2024

Given 90 days horizon, the Simple Exponential Smoothing forecasted value of Ricoh Company on the next trading day is expected to be 12.01 with a mean absolute deviation of 0.19, mean absolute percentage error of 0.12, and the sum of the absolute errors of 11.69.
Please note that although there have been many attempts to predict Ricoh 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 Ricoh's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).

Ricoh Pink Sheet Forecast Pattern

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Ricoh Forecasted Value

In the context of forecasting Ricoh'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. Ricoh's downside and upside margins for the forecasting period are 8.54 and 15.49, respectively. We have considered Ricoh'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
12.03
12.01
Expected Value
15.49
Upside

Model Predictive Factors

The below table displays some essential indicators generated by the model showing the Simple Exponential Smoothing forecasting method's relative quality and the estimations of the prediction error of Ricoh pink sheet data series using in forecasting. Note that when a statistical model is used to represent Ricoh 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 Criteria114.1813
BiasArithmetic mean of the errors -0.0513
MADMean absolute deviation0.1948
MAPEMean absolute percentage error0.0176
SAESum of the absolute errors11.6866
This simple exponential smoothing model begins by setting Ricoh Company forecast for the second period equal to the observation of the first period. In other words, recent Ricoh observations are given relatively more weight in forecasting than the older observations.

Predictive Modules for Ricoh

There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Ricoh Company. 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.
Hype
Prediction
LowEstimatedHigh
8.5612.0315.50
Details
Intrinsic
Valuation
LowRealHigh
6.159.6213.09
Details

Other Forecasting Options for Ricoh

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

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

Ricoh Company 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 Ricoh'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 Ricoh's current price.

Ricoh Market Strength Events

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

Ricoh Risk Indicators

The analysis of Ricoh'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 Ricoh's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting ricoh 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 Ricoh Pink Sheet Analysis

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