Millicom International Stock Forecast - Naive Prediction
| TIGO Stock | USD 47.62 0.28 0.59% |
The Naive Prediction forecasted value of Millicom International Cellular on the next trading day is expected to be 48.42 with a mean absolute deviation of 0.61 and the sum of the absolute errors of 37.12. Millicom Stock Forecast is based on your current time horizon. Although Millicom International's naive historical forecasting may sometimes provide an important future outlook for the firm, we recommend always cross-verifying it against solid analysis of Millicom International's systematic risk associated with finding meaningful patterns of Millicom International fundamentals over time.
As of the 13th of October 2025, Receivables Turnover is likely to grow to 13.33, while Inventory Turnover is likely to drop 16.22. . As of the 13th of October 2025, Net Income Applicable To Common Shares is likely to grow to about 317.5 M, while Common Stock Shares Outstanding is likely to drop about 128.4 M. Open Interest Against 2026-01-16 Millicom Option Contracts
Although open interest is a measure utilized in the options markets, it could be used to forecast Millicom International's spot prices because the number of available contracts in the market changes daily, and new contracts can be created or liquidated at will. Since open interest in Millicom International's options reflects these daily shifts, investors could use the patterns of these changes to develop long and short-term trading strategies for Millicom International stock based on available contracts left at the end of a trading day.
Please note that to derive more accurate forecasting about market movement from the current Millicom International's open interest, investors have to compare it to Millicom International's spot prices. As Ford's stock price increases, high open interest indicates that money is entering the market, and the market is strongly bullish. Conversely, if the price of Millicom International is decreasing and there is high open interest, that is a sign that the bearish trend will continue, and investors may react by taking short positions in Millicom. So, decreasing or low open interest during a bull market indicates that investors are becoming uncertain of the depth of the bullish trend, and a reversal in sentiment will likely follow.
Millicom International Cash Forecast
Forecasting financial indicators like cash flow involves analysts applying various statistical methods, techniques, and algorithms. These tools reveal hidden trends within the Millicom International's financial statements to estimate their effects on upcoming price movements.
Cash | First Reported 1993-12-31 | Previous Quarter 534 M | Current Value 1.3 B | Quarterly Volatility 403.1 M |
Millicom International Naive Prediction Price Forecast For the 14th of October 2025
Given 90 days horizon, the Naive Prediction forecasted value of Millicom International Cellular on the next trading day is expected to be 48.42 with a mean absolute deviation of 0.61, mean absolute percentage error of 0.67, and the sum of the absolute errors of 37.12.Please note that although there have been many attempts to predict Millicom 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 Millicom International's next future price depends linearly on its previous prices and some stochastic term (i.e., imperfectly predictable multiplier).
Millicom International Stock Forecast Pattern
| Backtest Millicom International | Millicom International Price Prediction | Buy or Sell Advice |
Millicom International Forecasted Value
In the context of forecasting Millicom International'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. Millicom International's downside and upside margins for the forecasting period are 46.37 and 50.47, respectively. We have considered Millicom International'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 Millicom International stock data series using in forecasting. Note that when a statistical model is used to represent Millicom International 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 | 117.7071 |
| Bias | Arithmetic mean of the errors | None |
| MAD | Mean absolute deviation | 0.6085 |
| MAPE | Mean absolute percentage error | 0.0139 |
| SAE | Sum of the absolute errors | 37.1202 |
Predictive Modules for Millicom International
There are currently many different techniques concerning forecasting the market as a whole, as well as predicting future values of individual securities such as Millicom International. 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 Millicom International
For every potential investor in Millicom, whether a beginner or expert, Millicom International's price movement is the inherent factor that sparks whether it is viable to invest in it or hold it better. Millicom Stock price charts are filled with many 'noises.' These noises can hugely alter the decision one can make regarding investing in Millicom. Basic forecasting techniques help filter out the noise by identifying Millicom International's price trends.View Millicom International Related Equities
| Risk & Return | Correlation |
Millicom International 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 Millicom International'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 Millicom International's current price.| Cycle Indicators | ||
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Millicom International Market Strength Events
Market strength indicators help investors to evaluate how Millicom International stock reacts to ongoing and evolving market conditions. The investors can use it to make informed decisions about market timing, and determine when trading Millicom International shares will generate the highest return on investment. By undertsting and applying Millicom International stock market strength indicators, traders can identify Millicom International Cellular entry and exit signals to maximize returns.
Millicom International Risk Indicators
The analysis of Millicom International'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 Millicom International's investment and either accepting that risk or mitigating it. Along with some essential techniques for forecasting millicom 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 | 1.5 | |||
| Semi Deviation | 1.79 | |||
| Standard Deviation | 2.05 | |||
| Variance | 4.19 | |||
| Downside Variance | 5.07 | |||
| Semi Variance | 3.21 | |||
| Expected Short fall | (1.56) |
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 Millicom International
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 Millicom International 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 Millicom International will appreciate offsetting losses from the drop in the long position's value.Moving together with Millicom Stock
| 0.93 | AMX | America Movil SAB Sell-off Trend | PairCorr |
Moving against Millicom Stock
| 0.93 | GOGO | Gogo Inc | PairCorr |
| 0.77 | TTML | Tata Teleservices | PairCorr |
| 0.73 | PHI | PLDT Inc ADR | PairCorr |
| 0.61 | SKM | SK Telecom | PairCorr |
| 0.48 | SHEN | Shenandoah Telecommunicatio | PairCorr |
The ability to find closely correlated positions to Millicom International could be a great tool in your tax-loss harvesting strategies, allowing investors a quick way to find a similar-enough asset to replace Millicom International 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 Millicom International - 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 Millicom International Cellular to buy it.
The correlation of Millicom International 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 Millicom International moves, either up or down, the other security will move in the same direction. Alternatively, perfect negative correlation means that if Millicom International 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 Millicom International 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.Check out Historical Fundamental Analysis of Millicom International to cross-verify your projections. You can also try the Latest Portfolios module to quick portfolio dashboard that showcases your latest portfolios.
Is Wireless Telecommunication Services 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 Millicom International. If investors know Millicom 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 Millicom International 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 7.956 | Dividend Share 3.75 | Earnings Share 5.64 | Revenue Per Share | Quarterly Revenue Growth (0.06) |
The market value of Millicom International is measured differently than its book value, which is the value of Millicom that is recorded on the company's balance sheet. Investors also form their own opinion of Millicom International's value that differs from its market value or its book value, called intrinsic value, which is Millicom International'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 Millicom International's market value can be influenced by many factors that don't directly affect Millicom International'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 Millicom International's value and its price as these two are different measures arrived at by different means. Investors typically determine if Millicom International is a good investment by looking at such factors as earnings, sales, fundamental and technical indicators, competition as well as analyst projections. However, Millicom International'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.